Loading Data From S3 URL Using RCurl

library("RCurl") 
library(jsonlite)
library(ggplot2)
library(class)
library(caret)
## Loading required package: lattice
library(e1071)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(tidyverse)
## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──
## ✔ tibble  3.1.8     ✔ purrr   0.3.4
## ✔ tidyr   1.2.0     ✔ stringr 1.4.0
## ✔ readr   2.1.2     ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ tidyr::complete() masks RCurl::complete()
## ✖ dplyr::filter()   masks stats::filter()
## ✖ purrr::flatten()  masks jsonlite::flatten()
## ✖ dplyr::lag()      masks stats::lag()
## ✖ purrr::lift()     masks caret::lift()
library(aws.s3)
library(gtools)
## 
## Attaching package: 'gtools'
## 
## The following object is masked from 'package:e1071':
## 
##     permutations
library(openxlsx)

creativity <- read.table(textConnection(getURL(
  "https://smuds6306.s3.us-east-2.amazonaws.com/Creativity.csv"
)), sep=",", header=TRUE)

iris3 <- jsonlite::fromJSON("https://smuds6306.s3.us-east-2.amazonaws.com/iris.json")

climate <- read.table(textConnection(getURL(
  "https://cgiardata.s3-us-west-2.amazonaws.com/ccafs/amzn.csv"
)), sep=",", header=TRUE)
Sys.setenv("AWS_ACCESS_KEY_ID" = "AKIAVW4VHW4VPB7MHZWA",
           "AWS_SECRET_ACCESS_KEY" = "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",
           "AWS_DEFAULT_REGION" = "us-east-2")
# Using aws.s3
aws.s3::bucketlist()
##              Bucket             CreationDate
## 1    smuddsproject2 2022-07-26T14:50:49.000Z
## 2         smuds6306 2021-11-16T13:35:36.000Z
## 3 smuds6306breakout 2021-11-17T00:23:04.000Z
aws.s3::get_bucket("smuddsproject2")
## Bucket: smuddsproject2 
## 
## $Contents
## Key:            Case2PredictionsClassifyEXAMPLE.csv 
## LastModified:   2022-07-18T19:01:53.000Z 
## ETag:           "bd1de75effe9449f7d49a4de5116205a" 
## Size (B):       3012 
## Owner:          6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3 
## Storage class:  STANDARD 
## 
## $Contents
## Key:            Case2PredictionsRegressEXAMPLE.csv 
## LastModified:   2022-07-18T19:01:51.000Z 
## ETag:           "a0f1f01c30e2cd00488822ad3c9aa6fe" 
## Size (B):       3187 
## Owner:          6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3 
## Storage class:  STANDARD 
## 
## $Contents
## Key:            CaseStudy2-data.csv 
## LastModified:   2022-07-18T19:00:38.000Z 
## ETag:           "d68dd080517407fb3a4f05d91fed27d7" 
## Size (B):       138428 
## Owner:          6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3 
## Storage class:  STANDARD 
## 
## $Contents
## Key:            CaseStudy2CompSet No Attrition.csv 
## LastModified:   2022-07-18T19:01:55.000Z 
## ETag:           "6c9d92b8a6fc5fd805ff0a5d4dfddde0" 
## Size (B):       47686 
## Owner:          6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3 
## Storage class:  STANDARD 
## 
## $Contents
## Key:            CaseStudy2CompSet No Salary.xlsx 
## LastModified:   2022-07-18T19:01:56.000Z 
## ETag:           "bdcb211847739638a631f828a3278339" 
## Size (B):       56381 
## Owner:          6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3 
## Storage class:  STANDARD
#Read in Creativity.csv
turnoverDataframe = s3read_using(FUN = read.csv,
                    bucket = "smuddsproject2",
                    object = "CaseStudy2-data.csv")

noAttritionDataframe = s3read_using(FUN = read.csv,
                    bucket = "smuddsproject2",
                    object = "CaseStudy2CompSet No Attrition.csv")

turnoverDataframe$Attrition = as.factor(turnoverDataframe$Attrition)

noSalaryDataframeCSV = data.frame(read.csv("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/CaseStudy2CompSet_No_Salary.csv"))
turnoverDataframe
##      ID Age Attrition    BusinessTravel DailyRate             Department
## 1     1  32        No     Travel_Rarely       117                  Sales
## 2     2  40        No     Travel_Rarely      1308 Research & Development
## 3     3  35        No Travel_Frequently       200 Research & Development
## 4     4  32        No     Travel_Rarely       801                  Sales
## 5     5  24        No Travel_Frequently       567 Research & Development
## 6     6  27        No Travel_Frequently       294 Research & Development
## 7     7  41        No     Travel_Rarely      1283 Research & Development
## 8     8  37        No     Travel_Rarely       309                  Sales
## 9     9  34        No     Travel_Rarely      1333                  Sales
## 10   10  34        No Travel_Frequently       653 Research & Development
## 11   11  43        No     Travel_Rarely       823 Research & Development
## 12   12  28        No        Non-Travel       280        Human Resources
## 13   13  35        No     Travel_Rarely       950 Research & Development
## 14   14  30        No     Travel_Rarely       202                  Sales
## 15   15  46        No     Travel_Rarely       991        Human Resources
## 16   16  31        No        Non-Travel      1188                  Sales
## 17   17  32        No     Travel_Rarely       498 Research & Development
## 18   18  46        No        Non-Travel      1144 Research & Development
## 19   19  34        No     Travel_Rarely       181 Research & Development
## 20   20  44        No     Travel_Rarely       170 Research & Development
## 21   21  36        No     Travel_Rarely       913 Research & Development
## 22   22  48        No     Travel_Rarely       817                  Sales
## 23   23  43        No Travel_Frequently      1001 Research & Development
## 24   24  31        No Travel_Frequently       715                  Sales
## 25   25  33        No     Travel_Rarely      1069 Research & Development
## 26   26  44        No     Travel_Rarely      1099                  Sales
## 27   27  38        No     Travel_Rarely      1245                  Sales
## 28   28  33       Yes     Travel_Rarely       603                  Sales
## 29   29  53       Yes     Travel_Rarely      1168                  Sales
## 30   30  52        No        Non-Travel       715 Research & Development
## 31   31  32        No Travel_Frequently       689                  Sales
## 32   32  33        No     Travel_Rarely       267 Research & Development
## 33   33  46        No     Travel_Rarely       488                  Sales
## 34   34  35        No     Travel_Rarely       982 Research & Development
## 35   35  32        No     Travel_Rarely      1373 Research & Development
## 36   36  32        No Travel_Frequently      1311 Research & Development
## 37   37  35       Yes     Travel_Rarely       737                  Sales
## 38   38  36       Yes     Travel_Rarely      1456                  Sales
## 39   39  56        No     Travel_Rarely       206        Human Resources
## 40   40  31        No Travel_Frequently       793                  Sales
## 41   41  58        No        Non-Travel       350                  Sales
## 42   42  45        No     Travel_Rarely       954                  Sales
## 43   43  49        No     Travel_Rarely       464 Research & Development
## 44   44  42        No     Travel_Rarely      1059 Research & Development
## 45   45  23        No     Travel_Rarely       373 Research & Development
## 46   46  42        No Travel_Frequently       748 Research & Development
## 47   47  32       Yes     Travel_Rarely       964                  Sales
## 48   48  38        No     Travel_Rarely       770                  Sales
## 49   49  18       Yes Travel_Frequently      1306                  Sales
## 50   50  27        No        Non-Travel       691 Research & Development
## 51   51  38        No     Travel_Rarely       362 Research & Development
## 52   52  58        No     Travel_Rarely      1055 Research & Development
## 53   53  44        No     Travel_Rarely      1117 Research & Development
## 54   54  45        No        Non-Travel       805 Research & Development
## 55   55  31        No     Travel_Rarely       746 Research & Development
## 56   56  41        No     Travel_Rarely       548 Research & Development
## 57   57  42       Yes Travel_Frequently       933 Research & Development
## 58   58  29        No     Travel_Rarely      1370 Research & Development
## 59   59  37        No        Non-Travel       728 Research & Development
## 60   60  25       Yes Travel_Frequently       599                  Sales
## 61   61  36       Yes     Travel_Rarely       530                  Sales
## 62   62  36        No     Travel_Rarely       325 Research & Development
## 63   63  31        No     Travel_Rarely      1154                  Sales
## 64   64  18        No        Non-Travel      1431 Research & Development
## 65   65  24       Yes     Travel_Rarely       984 Research & Development
## 66   66  32        No     Travel_Rarely       334 Research & Development
## 67   67  35        No     Travel_Rarely      1017 Research & Development
## 68   68  23        No     Travel_Rarely       571 Research & Development
## 69   69  35        No Travel_Frequently       664 Research & Development
## 70   70  37        No     Travel_Rarely      1372 Research & Development
## 71   71  41        No     Travel_Rarely       642 Research & Development
## 72   72  28        No     Travel_Rarely       866                  Sales
## 73   73  35       Yes     Travel_Rarely       556 Research & Development
## 74   74  41        No     Travel_Rarely       167 Research & Development
## 75   75  52       Yes     Travel_Rarely      1030                  Sales
## 76   76  30        No Travel_Frequently       721 Research & Development
## 77   77  34        No     Travel_Rarely       971                  Sales
## 78   78  46        No     Travel_Rarely       563                  Sales
## 79   79  45        No        Non-Travel      1052                  Sales
## 80   80  31        No     Travel_Rarely      1276 Research & Development
## 81   81  37       Yes     Travel_Rarely      1141 Research & Development
## 82   82  35        No     Travel_Rarely      1370 Research & Development
## 83   83  38        No Travel_Frequently       508 Research & Development
## 84   84  37        No     Travel_Rarely      1319 Research & Development
## 85   85  36        No     Travel_Rarely       429 Research & Development
## 86   86  59        No     Travel_Rarely       715 Research & Development
## 87   87  47        No     Travel_Rarely       703                  Sales
## 88   88  35       Yes     Travel_Rarely       622 Research & Development
## 89   89  27        No Travel_Frequently       994                  Sales
## 90   90  46        No     Travel_Rarely       705                  Sales
## 91   91  38        No Travel_Frequently      1490 Research & Development
## 92   92  29       Yes     Travel_Rarely       408                  Sales
## 93   93  37       Yes     Travel_Rarely      1373 Research & Development
## 94   94  35        No     Travel_Rarely       670 Research & Development
## 95   95  50        No     Travel_Rarely      1452 Research & Development
## 96   96  42        No     Travel_Rarely       635                  Sales
## 97   97  46        No     Travel_Rarely       228                  Sales
## 98   98  37        No        Non-Travel      1040 Research & Development
## 99   99  29        No Travel_Frequently       410 Research & Development
## 100 100  34        No     Travel_Rarely       401 Research & Development
## 101 101  27        No     Travel_Rarely      1377 Research & Development
## 102 102  31        No     Travel_Rarely       326                  Sales
## 103 103  34        No        Non-Travel      1381                  Sales
## 104 104  23        No     Travel_Rarely       885 Research & Development
## 105 105  53        No     Travel_Rarely       447 Research & Development
## 106 106  26        No     Travel_Rarely      1384 Research & Development
## 107 107  29        No        Non-Travel      1496 Research & Development
## 108 108  55        No     Travel_Rarely       189        Human Resources
## 109 109  46       Yes     Travel_Rarely       261 Research & Development
## 110 110  32        No     Travel_Rarely       529 Research & Development
## 111 111  28        No Travel_Frequently       773 Research & Development
## 112 112  52        No     Travel_Rarely      1053 Research & Development
## 113 113  52        No     Travel_Rarely       994 Research & Development
## 114 114  35        No        Non-Travel      1225 Research & Development
## 115 115  35        No     Travel_Rarely      1361                  Sales
## 116 116  37        No        Non-Travel      1252                  Sales
## 117 117  25        No     Travel_Rarely      1356                  Sales
## 118 118  29        No     Travel_Rarely      1378 Research & Development
## 119 119  41        No     Travel_Rarely       465 Research & Development
## 120 120  34        No     Travel_Rarely       404 Research & Development
## 121 121  36        No        Non-Travel       427 Research & Development
## 122 122  21        No     Travel_Rarely       501                  Sales
## 123 123  45        No     Travel_Rarely       930                  Sales
## 124 124  38        No     Travel_Rarely       243                  Sales
## 125 125  29        No Travel_Frequently       442                  Sales
## 126 126  35        No     Travel_Rarely      1224                  Sales
## 127 127  32       Yes Travel_Frequently      1125 Research & Development
## 128 128  45        No     Travel_Rarely       556 Research & Development
## 129 129  43        No     Travel_Rarely       930 Research & Development
## 130 130  46        No     Travel_Rarely      1319                  Sales
## 131 131  29        No     Travel_Rarely       991                  Sales
## 132 132  49        No     Travel_Rarely      1313                  Sales
## 133 133  42        No Travel_Frequently      1368 Research & Development
## 134 134  39        No     Travel_Rarely       492 Research & Development
## 135 135  43        No Travel_Frequently       559 Research & Development
## 136 136  40        No Travel_Frequently       791 Research & Development
## 137 137  29       Yes     Travel_Rarely       805 Research & Development
## 138 138  54        No     Travel_Rarely      1441 Research & Development
## 139 139  39       Yes     Travel_Rarely      1122 Research & Development
## 140 140  37        No     Travel_Rarely      1189                  Sales
## 141 141  56        No     Travel_Rarely      1369 Research & Development
## 142 142  58        No     Travel_Rarely       848 Research & Development
## 143 143  46        No     Travel_Rarely       566 Research & Development
## 144 144  37        No     Travel_Rarely       228                  Sales
## 145 145  40        No     Travel_Rarely      1202 Research & Development
## 146 146  29        No        Non-Travel       746                  Sales
## 147 147  33        No     Travel_Rarely       931 Research & Development
## 148 148  33        No     Travel_Rarely      1242                  Sales
## 149 149  24        No     Travel_Rarely       477 Research & Development
## 150 150  28        No     Travel_Rarely       580 Research & Development
## 151 151  31       Yes     Travel_Rarely      1365                  Sales
## 152 152  32        No     Travel_Rarely       929                  Sales
## 153 153  32        No     Travel_Rarely       906                  Sales
## 154 154  41        No     Travel_Rarely       447 Research & Development
## 155 155  34        No     Travel_Rarely       546 Research & Development
## 156 156  30        No        Non-Travel       641                  Sales
## 157 157  40        No     Travel_Rarely       444                  Sales
## 158 158  39       Yes Travel_Frequently       203 Research & Development
## 159 159  43        No Travel_Frequently      1082 Research & Development
## 160 160  42        No Travel_Frequently       458 Research & Development
## 161 161  30        No     Travel_Rarely       852 Research & Development
## 162 162  28       Yes        Non-Travel      1366 Research & Development
## 163 163  33        No     Travel_Rarely      1216                  Sales
## 164 164  42        No     Travel_Rarely       916 Research & Development
## 165 165  35        No     Travel_Rarely      1232                  Sales
## 166 166  20       Yes     Travel_Rarely       500                  Sales
## 167 167  49        No     Travel_Rarely       301 Research & Development
## 168 168  33        No     Travel_Rarely       922 Research & Development
## 169 169  52        No     Travel_Rarely       956 Research & Development
## 170 170  29        No     Travel_Rarely      1107 Research & Development
## 171 171  30        No     Travel_Rarely       501                  Sales
## 172 172  47        No        Non-Travel      1169 Research & Development
## 173 173  46        No Travel_Frequently      1034 Research & Development
## 174 174  33        No     Travel_Rarely       536                  Sales
## 175 175  53        No     Travel_Rarely      1376                  Sales
## 176 176  21        No     Travel_Rarely       984 Research & Development
## 177 177  55       Yes     Travel_Rarely       725 Research & Development
## 178 178  26       Yes Travel_Frequently       342 Research & Development
## 179 179  32        No Travel_Frequently       967                  Sales
## 180 180  38        No     Travel_Rarely       702                  Sales
## 181 181  35        No     Travel_Rarely       819 Research & Development
## 182 182  38        No     Travel_Rarely      1009                  Sales
## 183 183  43        No Travel_Frequently       957 Research & Development
## 184 184  39        No     Travel_Rarely      1089 Research & Development
## 185 185  39        No Travel_Frequently       443 Research & Development
## 186 186  28        No     Travel_Rarely      1158 Research & Development
## 187 187  25        No Travel_Frequently       772 Research & Development
## 188 188  47        No     Travel_Rarely      1225                  Sales
## 189 189  50        No     Travel_Rarely       797 Research & Development
## 190 190  28        No        Non-Travel       120                  Sales
## 191 191  30        No     Travel_Rarely      1275 Research & Development
## 192 192  31        No Travel_Frequently      1125                  Sales
## 193 193  46        No     Travel_Rarely      1485 Research & Development
## 194 194  48        No     Travel_Rarely       163                  Sales
## 195 195  26        No     Travel_Rarely       683 Research & Development
## 196 196  51        No     Travel_Rarely       833 Research & Development
## 197 197  51        No     Travel_Rarely       432 Research & Development
## 198 198  49        No     Travel_Rarely       174                  Sales
## 199 199  44        No     Travel_Rarely       477 Research & Development
## 200 200  24        No     Travel_Rarely       823 Research & Development
## 201 201  40       Yes        Non-Travel      1479                  Sales
## 202 202  32        No     Travel_Rarely       548 Research & Development
## 203 203  32        No     Travel_Rarely       859 Research & Development
## 204 204  28       Yes     Travel_Rarely       654 Research & Development
## 205 205  32        No     Travel_Rarely      1401                  Sales
## 206 206  44        No     Travel_Rarely       661 Research & Development
## 207 207  43       Yes     Travel_Rarely      1372                  Sales
## 208 208  38       Yes     Travel_Rarely      1180 Research & Development
## 209 209  30        No     Travel_Rarely       201 Research & Development
## 210 210  41        No     Travel_Rarely       802                  Sales
## 211 211  41        No     Travel_Rarely       582 Research & Development
## 212 212  42        No     Travel_Rarely       265                  Sales
## 213 213  37        No     Travel_Rarely      1225 Research & Development
## 214 214  42        No     Travel_Rarely       932 Research & Development
## 215 215  27        No     Travel_Rarely      1115 Research & Development
## 216 216  40        No     Travel_Rarely       896 Research & Development
## 217 217  38        No     Travel_Rarely      1495 Research & Development
## 218 218  48        No Travel_Frequently       117 Research & Development
## 219 219  30        No     Travel_Rarely       438 Research & Development
## 220 220  26        No     Travel_Rarely       583 Research & Development
## 221 221  34        No     Travel_Rarely       304                  Sales
## 222 222  45       Yes Travel_Frequently       306                  Sales
## 223 223  33        No        Non-Travel       530                  Sales
## 224 224  28        No     Travel_Rarely      1423 Research & Development
## 225 225  38        No     Travel_Rarely      1206 Research & Development
## 226 226  30        No     Travel_Rarely       911 Research & Development
## 227 227  35        No     Travel_Rarely       464 Research & Development
## 228 228  22        No     Travel_Rarely      1136 Research & Development
## 229 229  24        No     Travel_Rarely      1353                  Sales
## 230 230  49        No     Travel_Rarely       465 Research & Development
## 231 231  45        No     Travel_Rarely      1329 Research & Development
## 232 232  35        No     Travel_Rarely       890                  Sales
## 233 233  47       Yes Travel_Frequently      1093                  Sales
## 234 234  54        No     Travel_Rarely      1147                  Sales
## 235 235  43        No Travel_Frequently       394                  Sales
## 236 236  37       Yes     Travel_Rarely       625                  Sales
## 237 237  42        No     Travel_Rarely       300 Research & Development
## 238 238  32        No     Travel_Rarely       646 Research & Development
## 239 239  25        No     Travel_Rarely       309        Human Resources
## 240 240  50        No     Travel_Rarely       813 Research & Development
## 241 241  42        No     Travel_Rarely       319 Research & Development
## 242 242  45        No Travel_Frequently       364 Research & Development
## 243 243  29        No     Travel_Rarely      1328 Research & Development
## 244 244  25       Yes     Travel_Rarely       383                  Sales
## 245 245  29        No     Travel_Rarely       718 Research & Development
## 246 246  29        No     Travel_Rarely      1086 Research & Development
## 247 247  31        No     Travel_Rarely      1232 Research & Development
## 248 248  32        No     Travel_Rarely       234                  Sales
## 249 249  41        No Travel_Frequently      1200 Research & Development
## 250 250  41        No     Travel_Rarely      1276                  Sales
## 251 251  33        No        Non-Travel      1313 Research & Development
## 252 252  36        No        Non-Travel      1229                  Sales
## 253 253  45        No     Travel_Rarely       252 Research & Development
## 254 254  31       Yes     Travel_Rarely       359        Human Resources
## 255 255  40        No        Non-Travel       218 Research & Development
## 256 256  43        No        Non-Travel       343 Research & Development
## 257 257  31        No Travel_Frequently       444                  Sales
## 258 258  30        No     Travel_Rarely       855                  Sales
## 259 259  34        No     Travel_Rarely      1480                  Sales
## 260 260  25        No     Travel_Rarely       977 Research & Development
## 261 261  31       Yes Travel_Frequently       703                  Sales
## 262 262  29       Yes     Travel_Rarely       224 Research & Development
## 263 263  33       Yes     Travel_Rarely       813 Research & Development
## 264 264  29        No Travel_Frequently      1404                  Sales
## 265 265  24        No     Travel_Rarely      1127 Research & Development
## 266 266  35        No     Travel_Rarely       809 Research & Development
## 267 267  34        No Travel_Frequently       829 Research & Development
## 268 268  32       Yes     Travel_Rarely      1259 Research & Development
## 269 269  33        No Travel_Frequently      1303 Research & Development
## 270 270  30        No     Travel_Rarely      1176 Research & Development
## 271 271  45        No        Non-Travel       589                  Sales
## 272 272  34        No     Travel_Rarely      1130 Research & Development
## 273 273  27        No     Travel_Rarely       728                  Sales
## 274 274  36        No     Travel_Rarely       329                  Sales
## 275 275  55        No     Travel_Rarely       692 Research & Development
## 276 276  56        No     Travel_Rarely       718 Research & Development
## 277 277  22        No     Travel_Rarely       253 Research & Development
## 278 278  43        No Travel_Frequently       185 Research & Development
## 279 279  25       Yes     Travel_Rarely       240                  Sales
## 280 280  55        No     Travel_Rarely      1229 Research & Development
## 281 281  43        No     Travel_Rarely      1179                  Sales
## 282 282  41        No     Travel_Rarely       263 Research & Development
## 283 283  40        No     Travel_Rarely      1194 Research & Development
## 284 284  31        No     Travel_Rarely       691                  Sales
## 285 285  38        No     Travel_Rarely       433        Human Resources
## 286 286  33        No     Travel_Rarely       589 Research & Development
## 287 287  22       Yes     Travel_Rarely       391 Research & Development
## 288 288  34        No     Travel_Rarely      1346 Research & Development
## 289 289  36        No Travel_Frequently      1467                  Sales
## 290 290  35        No     Travel_Rarely       384                  Sales
## 291 291  45        No     Travel_Rarely       974 Research & Development
## 292 292  36        No        Non-Travel      1105 Research & Development
## 293 293  27        No     Travel_Rarely       894 Research & Development
## 294 294  47        No        Non-Travel      1162 Research & Development
## 295 295  40        No     Travel_Rarely       898        Human Resources
## 296 296  35        No     Travel_Rarely      1490 Research & Development
## 297 297  34        No Travel_Frequently      1069 Research & Development
## 298 298  34       Yes Travel_Frequently       658 Research & Development
## 299 299  31       Yes        Non-Travel       335 Research & Development
## 300 300  28       Yes     Travel_Rarely      1157 Research & Development
## 301 301  32        No Travel_Frequently       379                  Sales
## 302 302  35        No Travel_Frequently       853                  Sales
## 303 303  55        No     Travel_Rarely      1441 Research & Development
## 304 304  35        No     Travel_Rarely      1395 Research & Development
## 305 305  58       Yes     Travel_Rarely       289 Research & Development
## 306 306  24        No        Non-Travel      1269 Research & Development
## 307 307  50        No     Travel_Rarely       804 Research & Development
## 308 308  34        No        Non-Travel       697 Research & Development
## 309 309  55        No Travel_Frequently       135 Research & Development
## 310 310  25        No     Travel_Rarely       810                  Sales
## 311 311  34        No     Travel_Rarely      1351 Research & Development
## 312 312  40        No     Travel_Rarely       302 Research & Development
## 313 313  31       Yes Travel_Frequently       561 Research & Development
## 314 314  51        No     Travel_Rarely      1169 Research & Development
## 315 315  60        No     Travel_Rarely      1179                  Sales
## 316 316  47        No     Travel_Rarely       955                  Sales
## 317 317  34        No Travel_Frequently       303                  Sales
## 318 318  24        No     Travel_Rarely       771 Research & Development
## 319 319  39        No     Travel_Rarely      1498                  Sales
## 320 320  19        No     Travel_Rarely       265 Research & Development
## 321 321  32        No        Non-Travel      1184 Research & Development
## 322 322  34        No     Travel_Rarely      1397 Research & Development
## 323 323  30        No Travel_Frequently      1012 Research & Development
## 324 324  46        No     Travel_Rarely      1003 Research & Development
## 325 325  39        No     Travel_Rarely       466 Research & Development
## 326 326  27        No     Travel_Rarely       618 Research & Development
## 327 327  44        No     Travel_Rarely      1313 Research & Development
## 328 328  42        No     Travel_Rarely       557 Research & Development
## 329 329  38        No Travel_Frequently      1394 Research & Development
## 330 330  42        No     Travel_Rarely      1147        Human Resources
## 331 331  49        No     Travel_Rarely       809 Research & Development
## 332 332  32       Yes     Travel_Rarely      1045                  Sales
## 333 333  44       Yes Travel_Frequently       429 Research & Development
## 334 334  27        No     Travel_Rarely       608 Research & Development
## 335 335  59        No        Non-Travel      1420        Human Resources
## 336 336  33       Yes Travel_Frequently       827 Research & Development
## 337 337  35        No Travel_Frequently      1182                  Sales
## 338 338  34        No Travel_Frequently       618 Research & Development
## 339 339  50       Yes Travel_Frequently       959                  Sales
## 340 340  27        No     Travel_Rarely      1240 Research & Development
## 341 341  36        No     Travel_Rarely       852 Research & Development
## 342 342  28        No Travel_Frequently       193 Research & Development
## 343 343  33        No     Travel_Rarely       654 Research & Development
## 344 344  30        No Travel_Frequently       160 Research & Development
## 345 345  30        No     Travel_Rarely      1329                  Sales
## 346 346  39        No     Travel_Rarely       119                  Sales
## 347 347  34        No Travel_Frequently      1003 Research & Development
## 348 348  26        No Travel_Frequently      1479 Research & Development
## 349 349  44        No        Non-Travel       111 Research & Development
## 350 350  56        No     Travel_Rarely       832 Research & Development
## 351 351  42        No     Travel_Rarely      1396 Research & Development
## 352 352  31        No     Travel_Rarely       218                  Sales
## 353 353  40        No Travel_Frequently       902 Research & Development
## 354 354  40        No        Non-Travel      1142 Research & Development
## 355 355  41        No     Travel_Rarely       796                  Sales
## 356 356  34        No     Travel_Rarely      1326                  Sales
## 357 357  26        No     Travel_Rarely       841 Research & Development
## 358 358  29       Yes     Travel_Rarely       408 Research & Development
## 359 359  32        No     Travel_Rarely       427 Research & Development
## 360 360  36        No     Travel_Rarely      1403 Research & Development
## 361 361  52        No     Travel_Rarely       699 Research & Development
## 362 362  29       Yes Travel_Frequently       746                  Sales
## 363 363  52       Yes     Travel_Rarely       266                  Sales
## 364 364  40        No     Travel_Rarely      1416 Research & Development
## 365 365  55        No     Travel_Rarely       282 Research & Development
## 366 366  56        No Travel_Frequently       906                  Sales
## 367 367  34        No Travel_Frequently       135 Research & Development
## 368 368  40        No     Travel_Rarely      1342                  Sales
## 369 369  23        No     Travel_Rarely       977 Research & Development
## 370 370  32        No     Travel_Rarely      1018 Research & Development
## 371 371  31        No Travel_Frequently       853 Research & Development
## 372 372  30        No        Non-Travel      1398                  Sales
## 373 373  45        No Travel_Frequently      1249 Research & Development
## 374 374  37        No     Travel_Rarely      1470 Research & Development
## 375 375  20        No     Travel_Rarely       727                  Sales
## 376 376  50        No Travel_Frequently       333 Research & Development
## 377 377  36       Yes     Travel_Rarely       885 Research & Development
## 378 378  42        No     Travel_Rarely       419                  Sales
## 379 379  29        No     Travel_Rarely       942 Research & Development
## 380 380  30       Yes     Travel_Rarely       138 Research & Development
## 381 381  47        No     Travel_Rarely      1482 Research & Development
## 382 382  26        No     Travel_Rarely      1355        Human Resources
## 383 383  48        No     Travel_Rarely      1221                  Sales
## 384 384  23        No     Travel_Rarely       541                  Sales
## 385 385  51       Yes     Travel_Rarely      1323 Research & Development
## 386 386  38        No     Travel_Rarely      1333 Research & Development
## 387 387  35        No Travel_Frequently       944                  Sales
## 388 388  29        No     Travel_Rarely       232 Research & Development
## 389 389  36        No     Travel_Rarely       530                  Sales
## 390 390  21       Yes Travel_Frequently       756                  Sales
## 391 391  34        No     Travel_Rarely      1111                  Sales
## 392 392  26        No     Travel_Rarely      1443                  Sales
## 393 393  31        No        Non-Travel       976 Research & Development
## 394 394  60        No Travel_Frequently      1499                  Sales
## 395 395  42        No Travel_Frequently      1271 Research & Development
## 396 396  31        No     Travel_Rarely       192 Research & Development
## 397 397  46        No     Travel_Rarely      1009 Research & Development
## 398 398  34       Yes     Travel_Rarely      1107        Human Resources
## 399 399  56        No        Non-Travel       667 Research & Development
## 400 400  44        No Travel_Frequently      1193 Research & Development
## 401 401  30        No     Travel_Rarely       317 Research & Development
## 402 402  42        No        Non-Travel       926 Research & Development
## 403 403  47        No     Travel_Rarely       207 Research & Development
## 404 404  36        No     Travel_Rarely       711 Research & Development
## 405 405  35        No     Travel_Rarely      1343 Research & Development
## 406 406  43        No     Travel_Rarely       782 Research & Development
## 407 407  31        No     Travel_Rarely       196                  Sales
## 408 408  36        No     Travel_Rarely       917 Research & Development
## 409 409  53        No     Travel_Rarely      1219                  Sales
## 410 410  43        No     Travel_Rarely       589 Research & Development
## 411 411  36        No     Travel_Rarely      1278        Human Resources
## 412 412  41        No     Travel_Rarely       918                  Sales
## 413 413  37        No     Travel_Rarely       408 Research & Development
## 414 414  32        No Travel_Frequently      1318                  Sales
## 415 415  34       Yes Travel_Frequently       296                  Sales
## 416 416  35        No        Non-Travel      1180 Research & Development
## 417 417  30        No        Non-Travel      1116 Research & Development
## 418 418  36        No Travel_Frequently       566 Research & Development
## 419 419  37        No     Travel_Rarely       977 Research & Development
## 420 420  29        No     Travel_Rarely       986 Research & Development
## 421 421  34        No     Travel_Rarely      1153 Research & Development
## 422 422  37        No        Non-Travel      1063 Research & Development
## 423 423  31       Yes     Travel_Rarely       249                  Sales
## 424 424  18        No        Non-Travel      1124 Research & Development
## 425 425  28        No     Travel_Rarely       736                  Sales
## 426 426  43        No     Travel_Rarely       415                  Sales
## 427 427  30        No        Non-Travel       990 Research & Development
## 428 428  21        No     Travel_Rarely       996 Research & Development
## 429 429  32       Yes     Travel_Rarely       515 Research & Development
## 430 430  34        No     Travel_Rarely       470 Research & Development
## 431 431  27        No     Travel_Rarely      1377                  Sales
## 432 432  40        No        Non-Travel       458 Research & Development
## 433 433  49       Yes Travel_Frequently      1475 Research & Development
## 434 434  29        No     Travel_Rarely       590 Research & Development
## 435 435  40        No     Travel_Rarely       658                  Sales
## 436 436  27        No     Travel_Rarely      1130                  Sales
## 437 437  28       Yes     Travel_Rarely       890 Research & Development
## 438 438  26        No     Travel_Rarely       157 Research & Development
## 439 439  50       Yes     Travel_Rarely       869                  Sales
## 440 440  38        No     Travel_Rarely       827 Research & Development
## 441 441  32        No Travel_Frequently      1316 Research & Development
## 442 442  29        No     Travel_Rarely      1082 Research & Development
## 443 443  28       Yes     Travel_Rarely       529 Research & Development
## 444 444  44        No     Travel_Rarely       528        Human Resources
## 445 445  46        No     Travel_Rarely       734 Research & Development
## 446 446  47        No     Travel_Rarely       465 Research & Development
## 447 447  38        No Travel_Frequently      1189 Research & Development
## 448 448  42        No     Travel_Rarely      1128 Research & Development
## 449 449  38        No Travel_Frequently       653 Research & Development
## 450 450  45        No        Non-Travel       336                  Sales
## 451 451  33        No     Travel_Rarely       501 Research & Development
## 452 452  44        No     Travel_Rarely      1467 Research & Development
## 453 453  35       Yes     Travel_Rarely       303                  Sales
## 454 454  33        No     Travel_Rarely       217                  Sales
## 455 455  48        No     Travel_Rarely      1236 Research & Development
## 456 456  40        No     Travel_Rarely       611                  Sales
## 457 457  31        No     Travel_Rarely      1112                  Sales
## 458 458  51        No     Travel_Rarely       632                  Sales
## 459 459  56        No     Travel_Rarely      1255 Research & Development
## 460 460  36        No     Travel_Rarely       172 Research & Development
## 461 461  42        No Travel_Frequently      1474 Research & Development
## 462 462  36        No     Travel_Rarely       311 Research & Development
## 463 463  50        No Travel_Frequently       809                  Sales
## 464 464  31        No Travel_Frequently       163 Research & Development
## 465 465  43       Yes Travel_Frequently       807 Research & Development
## 466 466  38        No     Travel_Rarely       371 Research & Development
## 467 467  36        No     Travel_Rarely      1157                  Sales
## 468 468  36        No     Travel_Rarely       132 Research & Development
## 469 469  26       Yes        Non-Travel       265                  Sales
## 470 470  53        No     Travel_Rarely      1084 Research & Development
## 471 471  27        No     Travel_Rarely      1354 Research & Development
## 472 472  29       Yes Travel_Frequently       459 Research & Development
## 473 473  45        No     Travel_Rarely       193 Research & Development
## 474 474  45        No     Travel_Rarely      1316 Research & Development
## 475 475  28        No     Travel_Rarely       895 Research & Development
## 476 476  46        No Travel_Frequently      1211                  Sales
## 477 477  37        No     Travel_Rarely       342                  Sales
## 478 478  26        No     Travel_Rarely       775                  Sales
## 479 479  52        No     Travel_Rarely       258 Research & Development
## 480 480  37        No     Travel_Rarely       161 Research & Development
## 481 481  29        No     Travel_Rarely       136 Research & Development
## 482 482  31        No     Travel_Rarely      1222 Research & Development
## 483 483  34        No Travel_Frequently       735 Research & Development
## 484 484  56        No     Travel_Rarely       713 Research & Development
## 485 485  58       Yes     Travel_Rarely       147 Research & Development
## 486 486  41       Yes     Travel_Rarely      1102                  Sales
## 487 487  30       Yes     Travel_Rarely       945                  Sales
## 488 488  31        No     Travel_Rarely       670 Research & Development
## 489 489  48       Yes     Travel_Rarely       626 Research & Development
## 490 490  34        No     Travel_Rarely       970 Research & Development
## 491 491  49        No Travel_Frequently       636 Research & Development
## 492 492  50        No     Travel_Rarely      1322 Research & Development
## 493 493  29        No     Travel_Rarely       469                  Sales
## 494 494  35        No     Travel_Rarely      1029 Research & Development
## 495 495  36        No     Travel_Rarely      1266                  Sales
## 496 496  51        No     Travel_Rarely      1318                  Sales
## 497 497  45        No     Travel_Rarely       192 Research & Development
## 498 498  37        No Travel_Frequently       889 Research & Development
## 499 499  36        No     Travel_Rarely      1299 Research & Development
## 500 500  39        No        Non-Travel      1251                  Sales
## 501 501  58       Yes     Travel_Rarely       601 Research & Development
## 502 502  28       Yes     Travel_Rarely       103 Research & Development
## 503 503  48       Yes Travel_Frequently       708                  Sales
## 504 504  29        No     Travel_Rarely      1389 Research & Development
## 505 505  47        No     Travel_Rarely       359 Research & Development
## 506 506  32        No     Travel_Rarely       824 Research & Development
## 507 507  33       Yes     Travel_Rarely       350                  Sales
## 508 508  51        No Travel_Frequently       541                  Sales
## 509 509  37        No Travel_Frequently       319                  Sales
## 510 510  41       Yes     Travel_Rarely      1360 Research & Development
## 511 511  38        No     Travel_Rarely       345                  Sales
## 512 512  39        No        Non-Travel      1485 Research & Development
## 513 513  32        No Travel_Frequently       585 Research & Development
## 514 514  33        No Travel_Frequently       515 Research & Development
## 515 515  21        No        Non-Travel       895                  Sales
## 516 516  51        No     Travel_Rarely      1302 Research & Development
## 517 517  25       Yes     Travel_Rarely       867                  Sales
## 518 518  42        No     Travel_Rarely       855 Research & Development
## 519 519  30        No     Travel_Rarely      1138 Research & Development
## 520 520  56       Yes     Travel_Rarely      1162 Research & Development
## 521 521  34        No Travel_Frequently       702 Research & Development
## 522 522  28       Yes     Travel_Rarely       329 Research & Development
## 523 523  45        No     Travel_Rarely      1339 Research & Development
## 524 524  49        No     Travel_Rarely      1245 Research & Development
## 525 525  59        No     Travel_Rarely       142 Research & Development
## 526 526  53        No Travel_Frequently       124                  Sales
## 527 527  45        No     Travel_Rarely      1268                  Sales
## 528 528  31        No     Travel_Rarely      1332 Research & Development
## 529 529  35        No     Travel_Rarely      1214 Research & Development
## 530 530  56       Yes     Travel_Rarely       441 Research & Development
## 531 531  38        No     Travel_Rarely       330 Research & Development
## 532 532  36        No     Travel_Rarely       884                  Sales
## 533 533  29        No     Travel_Rarely      1252 Research & Development
## 534 534  32        No        Non-Travel      1146 Research & Development
## 535 535  29       Yes     Travel_Rarely       318 Research & Development
## 536 536  43        No        Non-Travel      1344 Research & Development
## 537 537  38        No     Travel_Rarely       130                  Sales
## 538 538  42        No     Travel_Rarely       544        Human Resources
## 539 539  24       Yes     Travel_Rarely      1448                  Sales
## 540 540  42        No     Travel_Rarely       647                  Sales
## 541 541  30        No     Travel_Rarely       853 Research & Development
## 542 542  33        No     Travel_Rarely       867 Research & Development
## 543 543  27        No        Non-Travel      1450 Research & Development
## 544 544  38        No     Travel_Rarely      1261 Research & Development
## 545 545  34        No     Travel_Rarely       121 Research & Development
## 546 546  34        No     Travel_Rarely       678 Research & Development
## 547 547  49        No     Travel_Rarely       527 Research & Development
## 548 548  40        No Travel_Frequently       720 Research & Development
## 549 549  38        No     Travel_Rarely       849 Research & Development
## 550 550  45        No     Travel_Rarely       788        Human Resources
## 551 551  41        No     Travel_Rarely       314        Human Resources
## 552 552  28        No     Travel_Rarely      1169        Human Resources
## 553 553  36        No Travel_Frequently      1213        Human Resources
## 554 554  48        No     Travel_Rarely      1469 Research & Development
## 555 555  40        No        Non-Travel      1151 Research & Development
## 556 556  37        No     Travel_Rarely       558                  Sales
## 557 557  54        No     Travel_Rarely       548 Research & Development
## 558 558  34        No     Travel_Rarely       254 Research & Development
## 559 559  42        No     Travel_Rarely       933 Research & Development
## 560 560  26        No     Travel_Rarely       933                  Sales
## 561 561  36        No Travel_Frequently      1480 Research & Development
## 562 562  58        No Travel_Frequently      1216 Research & Development
## 563 563  27        No     Travel_Rarely      1134 Research & Development
## 564 564  31        No        Non-Travel       697 Research & Development
## 565 565  30        No     Travel_Rarely       921 Research & Development
## 566 566  44        No     Travel_Rarely      1037 Research & Development
## 567 567  32        No     Travel_Rarely       128 Research & Development
## 568 568  30       Yes     Travel_Rarely       740                  Sales
## 569 569  42        No     Travel_Rarely       462                  Sales
## 570 570  50        No     Travel_Rarely       939 Research & Development
## 571 571  41        No     Travel_Rarely       337                  Sales
## 572 572  21       Yes     Travel_Rarely      1427 Research & Development
## 573 573  28        No Travel_Frequently       783                  Sales
## 574 574  34        No     Travel_Rarely       810                  Sales
## 575 575  26        No     Travel_Rarely       703                  Sales
## 576 576  37        No     Travel_Rarely      1115 Research & Development
## 577 577  38        No     Travel_Rarely      1404                  Sales
## 578 578  44        No        Non-Travel       981 Research & Development
## 579 579  39        No Travel_Frequently       711 Research & Development
## 580 580  29        No     Travel_Rarely      1329 Research & Development
## 581 581  25        No     Travel_Rarely       882 Research & Development
## 582 582  42        No     Travel_Rarely       810 Research & Development
## 583 583  38        No     Travel_Rarely       833 Research & Development
## 584 584  28        No     Travel_Rarely       760                  Sales
## 585 585  44        No     Travel_Rarely      1459 Research & Development
## 586 586  40        No     Travel_Rarely       905 Research & Development
## 587 587  38        No        Non-Travel       573 Research & Development
## 588 588  36       Yes     Travel_Rarely      1218                  Sales
## 589 589  37        No     Travel_Rarely      1462 Research & Development
## 590 590  35        No     Travel_Rarely      1142 Research & Development
## 591 591  22        No        Non-Travel       457 Research & Development
## 592 592  34       Yes     Travel_Rarely       790                  Sales
## 593 593  28       Yes Travel_Frequently      1496                  Sales
## 594 594  49        No     Travel_Rarely       722 Research & Development
## 595 595  40        No     Travel_Rarely       884 Research & Development
## 596 596  33        No     Travel_Rarely       586                  Sales
## 597 597  35        No     Travel_Rarely       672 Research & Development
## 598 598  40        No     Travel_Rarely       555 Research & Development
## 599 599  27        No     Travel_Rarely       155 Research & Development
## 600 600  24       Yes     Travel_Rarely       813 Research & Development
## 601 601  24        No        Non-Travel       830                  Sales
## 602 602  32        No        Non-Travel      1200 Research & Development
## 603 603  30        No     Travel_Rarely       153 Research & Development
## 604 604  29        No     Travel_Rarely      1401 Research & Development
## 605 605  29       Yes     Travel_Rarely       428                  Sales
## 606 606  53        No     Travel_Rarely       970 Research & Development
## 607 607  59        No Travel_Frequently      1225                  Sales
## 608 608  38        No     Travel_Rarely       322                  Sales
## 609 609  26        No     Travel_Rarely       652 Research & Development
## 610 610  33        No        Non-Travel      1038                  Sales
## 611 611  35        No     Travel_Rarely       817 Research & Development
## 612 612  41        No        Non-Travel       509 Research & Development
## 613 613  33       Yes     Travel_Rarely       465 Research & Development
## 614 614  19       Yes     Travel_Rarely       419                  Sales
## 615 615  30        No     Travel_Rarely       231                  Sales
## 616 616  34        No     Travel_Rarely      1157 Research & Development
## 617 617  33        No     Travel_Rarely      1099 Research & Development
## 618 618  44        No     Travel_Rarely      1488                  Sales
## 619 619  39        No     Travel_Rarely       613 Research & Development
## 620 620  35        No        Non-Travel       727 Research & Development
## 621 621  20       Yes Travel_Frequently       871 Research & Development
## 622 622  47        No Travel_Frequently      1379 Research & Development
## 623 623  34        No     Travel_Rarely       182 Research & Development
## 624 624  35        No     Travel_Rarely      1146        Human Resources
## 625 625  28       Yes Travel_Frequently       289 Research & Development
## 626 626  27        No     Travel_Rarely      1167 Research & Development
## 627 627  24        No     Travel_Rarely      1476                  Sales
## 628 628  38        No     Travel_Rarely       343 Research & Development
## 629 629  55        No Travel_Frequently      1091 Research & Development
## 630 630  34        No     Travel_Rarely      1442 Research & Development
## 631 631  55        No     Travel_Rarely       836 Research & Development
## 632 632  34        No     Travel_Rarely       937                  Sales
## 633 633  38        No     Travel_Rarely      1035                  Sales
## 634 634  36        No     Travel_Rarely       922 Research & Development
## 635 635  43        No     Travel_Rarely      1001 Research & Development
## 636 636  35        No Travel_Frequently       636 Research & Development
## 637 637  42        No     Travel_Rarely       469 Research & Development
## 638 638  34        No     Travel_Rarely      1239                  Sales
## 639 639  24        No     Travel_Rarely       691 Research & Development
## 640 640  27       Yes     Travel_Rarely      1420                  Sales
## 641 641  30        No     Travel_Rarely      1358 Research & Development
## 642 642  40        No     Travel_Rarely       750 Research & Development
## 643 643  55        No        Non-Travel       444 Research & Development
## 644 644  34       Yes        Non-Travel       967 Research & Development
## 645 645  41       Yes        Non-Travel       906 Research & Development
## 646 646  40        No     Travel_Rarely       630                  Sales
## 647 647  18       Yes        Non-Travel       247 Research & Development
## 648 648  26        No     Travel_Rarely       390 Research & Development
## 649 649  35        No     Travel_Rarely       776                  Sales
## 650 650  40       Yes     Travel_Rarely      1329 Research & Development
## 651 651  35        No     Travel_Rarely       992 Research & Development
## 652 652  60        No     Travel_Rarely       696                  Sales
## 653 653  40        No Travel_Frequently       593 Research & Development
## 654 654  48        No     Travel_Rarely       530                  Sales
## 655 655  22       Yes Travel_Frequently      1368 Research & Development
## 656 656  26        No Travel_Frequently       496 Research & Development
## 657 657  51        No     Travel_Rarely      1469 Research & Development
## 658 658  54        No Travel_Frequently      1050 Research & Development
## 659 659  41        No     Travel_Rarely       483 Research & Development
## 660 660  36        No Travel_Frequently      1195 Research & Development
## 661 661  32        No Travel_Frequently       430 Research & Development
## 662 662  34        No     Travel_Rarely      1303 Research & Development
## 663 663  46        No     Travel_Rarely      1277                  Sales
## 664 664  35        No     Travel_Rarely       802 Research & Development
## 665 665  34        No        Non-Travel      1065                  Sales
## 666 666  29        No Travel_Frequently       461 Research & Development
## 667 667  29        No Travel_Frequently      1413                  Sales
## 668 668  33       Yes     Travel_Rarely       587 Research & Development
## 669 669  32       Yes     Travel_Rarely      1089 Research & Development
## 670 670  54        No     Travel_Rarely       685 Research & Development
## 671 671  37        No     Travel_Rarely       397 Research & Development
## 672 672  33        No     Travel_Rarely       392                  Sales
## 673 673  28        No Travel_Frequently       467                  Sales
## 674 674  35       Yes Travel_Frequently       130 Research & Development
## 675 675  27        No     Travel_Rarely       486 Research & Development
## 676 676  46        No     Travel_Rarely       168                  Sales
## 677 677  36        No     Travel_Rarely       676 Research & Development
## 678 678  40        No Travel_Frequently       692 Research & Development
## 679 679  36        No Travel_Frequently       688 Research & Development
## 680 680  31        No     Travel_Rarely       154                  Sales
## 681 681  25        No     Travel_Rarely       583                  Sales
## 682 682  43        No Travel_Frequently       313 Research & Development
## 683 683  36        No     Travel_Rarely      1351 Research & Development
## 684 684  57        No     Travel_Rarely       334 Research & Development
## 685 685  28        No     Travel_Rarely       440 Research & Development
## 686 686  31        No     Travel_Rarely      1274 Research & Development
## 687 687  29       Yes Travel_Frequently       337 Research & Development
## 688 688  33        No     Travel_Rarely       147 Research & Development
## 689 689  19       Yes     Travel_Rarely       303 Research & Development
## 690 690  38        No        Non-Travel      1336        Human Resources
## 691 691  38        No Travel_Frequently       888        Human Resources
## 692 692  47       Yes        Non-Travel       666 Research & Development
## 693 693  42        No     Travel_Rarely      1332 Research & Development
## 694 694  30       Yes Travel_Frequently       464 Research & Development
## 695 695  37        No Travel_Frequently      1278                  Sales
## 696 696  47        No     Travel_Rarely      1454                  Sales
## 697 697  48        No Travel_Frequently       365 Research & Development
## 698 698  36        No     Travel_Rarely      1396 Research & Development
## 699 699  18       Yes Travel_Frequently       544                  Sales
## 700 700  46        No     Travel_Rarely      1450 Research & Development
## 701 701  29        No     Travel_Rarely       352        Human Resources
## 702 702  34        No     Travel_Rarely      1400                  Sales
## 703 703  35        No        Non-Travel      1212                  Sales
## 704 704  26       Yes     Travel_Rarely       920        Human Resources
## 705 705  59        No     Travel_Rarely       818        Human Resources
## 706 706  41        No        Non-Travel       267                  Sales
## 707 707  54        No     Travel_Rarely       431 Research & Development
## 708 708  31        No     Travel_Rarely      1398        Human Resources
## 709 709  38        No     Travel_Rarely      1153 Research & Development
## 710 710  50        No        Non-Travel       881 Research & Development
## 711 711  30        No     Travel_Rarely       634 Research & Development
## 712 712  57        No     Travel_Rarely       210                  Sales
## 713 713  48        No     Travel_Rarely       969 Research & Development
## 714 714  36        No Travel_Frequently       541                  Sales
## 715 715  36        No        Non-Travel      1434                  Sales
## 716 716  24       Yes     Travel_Rarely       240        Human Resources
## 717 717  30        No     Travel_Rarely       852                  Sales
## 718 718  28        No     Travel_Rarely       857 Research & Development
## 719 719  35       Yes Travel_Frequently       880                  Sales
## 720 720  28        No     Travel_Rarely       950 Research & Development
## 721 721  37        No     Travel_Rarely       482 Research & Development
## 722 722  37        No     Travel_Rarely       671 Research & Development
## 723 723  34        No Travel_Frequently       560 Research & Development
## 724 724  36        No     Travel_Rarely       796 Research & Development
## 725 725  42        No     Travel_Rarely      1142 Research & Development
## 726 726  25        No     Travel_Rarely       685 Research & Development
## 727 727  37        No Travel_Frequently      1231                  Sales
## 728 728  34        No Travel_Frequently       878 Research & Development
## 729 729  26       Yes     Travel_Rarely       471 Research & Development
## 730 730  22        No     Travel_Rarely       594 Research & Development
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## 740 740  35        No     Travel_Rarely       538 Research & Development
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## 744 744  23        No     Travel_Rarely       160 Research & Development
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## 869 869  45        No     Travel_Rarely      1457 Research & Development
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##                       JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1             Sales Executive               4      Divorced          4403
## 2           Research Director               3        Single         19626
## 3      Manufacturing Director               4        Single          9362
## 4             Sales Executive               4       Married         10422
## 5          Research Scientist               4        Single          3760
## 6      Manufacturing Director               1      Divorced          8793
## 7          Research Scientist               3       Married          2127
## 8             Sales Executive               4      Divorced          6694
## 9        Sales Representative               3       Married          2220
## 10  Healthcare Representative               3       Married          5063
## 11                    Manager               3       Married         19392
## 12            Human Resources               4      Divorced          2706
## 13     Manufacturing Director               3        Single         10221
## 14       Sales Representative               2       Married          2476
## 15            Human Resources               1        Single          3423
## 16            Sales Executive               3       Married          6932
## 17     Manufacturing Director               1       Married          6725
## 18     Manufacturing Director               3       Married          5258
## 19         Research Scientist               4       Married          2932
## 20  Healthcare Representative               1       Married          5033
## 21     Manufacturing Director               2      Divorced          8847
## 22            Sales Executive               2       Married          8120
## 23      Laboratory Technician               3      Divorced          5679
## 24            Sales Executive               1        Single          5332
## 25  Healthcare Representative               4        Single          6949
## 26                    Manager               2       Married         18213
## 27            Sales Executive               2       Married          9924
## 28            Sales Executive               1        Single          8224
## 29            Sales Executive               1        Single         10448
## 30         Research Scientist               4       Married          4258
## 31            Sales Executive               4      Divorced          4668
## 32      Laboratory Technician               2       Married          2028
## 33                    Manager               2       Married         16872
## 34      Laboratory Technician               3       Married          2258
## 35     Manufacturing Director               4        Single          9679
## 36      Laboratory Technician               2       Married          2794
## 37            Sales Executive               1       Married         10306
## 38            Sales Executive               1      Divorced          6134
## 39                    Manager               2        Single         19717
## 40       Sales Representative               4       Married          2791
## 41                    Manager               2      Divorced         16291
## 42       Sales Representative               3        Single          6632
## 43      Laboratory Technician               1      Divorced          2587
## 44                    Manager               4        Single         19613
## 45         Research Scientist               3       Married          1223
## 46      Laboratory Technician               4        Single          3673
## 47            Sales Executive               2        Single          6735
## 48            Sales Executive               3      Divorced          8740
## 49       Sales Representative               2        Single          1878
## 50         Research Scientist               2      Divorced          2024
## 51         Research Scientist               1        Single          2619
## 52          Research Director               1       Married         19701
## 53         Research Scientist               4       Married          2011
## 54      Laboratory Technician               2       Married          4447
## 55     Manufacturing Director               4        Single          4424
## 56      Laboratory Technician               1      Divorced          2289
## 57         Research Scientist               3      Divorced          2759
## 58      Laboratory Technician               1        Single          4723
## 59          Research Director               4      Divorced         13603
## 60       Sales Representative               4        Single          1118
## 61            Sales Executive               4       Married         10325
## 62  Healthcare Representative               3       Married          7094
## 63       Sales Representative               3       Married          3067
## 64         Research Scientist               3        Single          1514
## 65      Laboratory Technician               2       Married          2210
## 66         Research Scientist               2      Divorced          3298
## 67         Research Scientist               4        Single          6646
## 68      Laboratory Technician               4        Single          2647
## 69         Research Scientist               1       Married          2194
## 70         Research Scientist               4        Single          2115
## 71         Research Scientist               4       Married          2782
## 72            Sales Executive               1        Single          8463
## 73     Manufacturing Director               3       Married          5916
## 74      Laboratory Technician               4       Married          4766
## 75            Sales Executive               2        Single          8446
## 76      Laboratory Technician               4        Single          4011
## 77            Sales Executive               3       Married          7083
## 78                    Manager               1        Single         17567
## 79            Sales Executive               4        Single          8865
## 80      Laboratory Technician               4      Divorced          1129
## 81  Healthcare Representative               2       Married          4777
## 82     Manufacturing Director               3       Married          6883
## 83     Manufacturing Director               3       Married          5321
## 84         Research Scientist               1      Divorced          5974
## 85     Manufacturing Director               2        Single          5410
## 86     Manufacturing Director               4        Single         13726
## 87            Sales Executive               1        Single          4960
## 88      Laboratory Technician               2      Divorced          3743
## 89            Sales Executive               3        Single          8726
## 90                    Manager               1        Single         18947
## 91      Laboratory Technician               4       Married          1702
## 92            Sales Executive               1       Married          7336
## 93      Laboratory Technician               3        Single          2090
## 94  Healthcare Representative               3        Single          6142
## 95                    Manager               2        Single         19926
## 96            Sales Executive               3       Married          4907
## 97                    Manager               2       Married         16606
## 98  Healthcare Representative               4      Divorced          5163
## 99      Laboratory Technician               2       Married          3180
## 100     Laboratory Technician               2       Married          3294
## 101     Laboratory Technician               1       Married          2099
## 102           Sales Executive               4      Divorced         10793
## 103           Sales Executive               3       Married          6538
## 104        Research Scientist               1       Married          2819
## 105         Research Director               2        Single         16598
## 106     Laboratory Technician               4       Married          4420
## 107    Manufacturing Director               3       Married          4319
## 108                   Manager               2       Married         19636
## 109 Healthcare Representative               2       Married          8926
## 110        Research Scientist               1        Single          2439
## 111        Research Scientist               3      Divorced          2703
## 112                   Manager               4       Married         17099
## 113 Healthcare Representative               2        Single         10445
## 114 Healthcare Representative               1      Divorced          5093
## 115           Sales Executive               1       Married          8966
## 116           Sales Executive               2        Single          7642
## 117           Sales Executive               4        Single          4950
## 118     Laboratory Technician               2       Married          4025
## 119        Research Scientist               3      Divorced          2451
## 120 Healthcare Representative               4        Single          6687
## 121         Research Director               1       Married         11713
## 122      Sales Representative               1        Single          2380
## 123           Sales Executive               1      Divorced         10761
## 124           Sales Executive               4        Single          4028
## 125           Sales Executive               4        Single          4554
## 126           Sales Executive               4       Married          5204
## 127        Research Scientist               1        Single          3919
## 128    Manufacturing Director               4       Married          5906
## 129        Research Scientist               3        Single          4081
## 130           Sales Executive               1      Divorced         13225
## 131           Sales Executive               2      Divorced          4187
## 132           Sales Executive               4        Single          4507
## 133 Healthcare Representative               4       Married          4523
## 134    Manufacturing Director               2       Married          5295
## 135     Laboratory Technician               3      Divorced          5257
## 136 Healthcare Representative               2       Married          4244
## 137     Laboratory Technician               1       Married          2319
## 138    Manufacturing Director               3       Married         10739
## 139     Laboratory Technician               1       Married          2404
## 140           Sales Executive               4        Single          7428
## 141    Manufacturing Director               2       Married         13402
## 142        Research Scientist               3      Divorced          2372
## 143    Manufacturing Director               3      Divorced         10845
## 144           Sales Executive               4       Married          6502
## 145 Healthcare Representative               3      Divorced          6377
## 146           Sales Executive               3       Married          4649
## 147        Research Scientist               2       Married          2756
## 148           Sales Executive               1       Married          6392
## 149     Laboratory Technician               2        Single          3597
## 150    Manufacturing Director               1      Divorced          4877
## 151           Sales Executive               1      Divorced          4233
## 152           Sales Executive               4        Single          5396
## 153           Sales Executive               3       Married          5484
## 154 Healthcare Representative               2        Single          6870
## 155     Laboratory Technician               2      Divorced          2008
## 156           Sales Executive               3       Married          4736
## 157           Sales Executive               2       Married          5677
## 158 Healthcare Representative               4      Divorced         12169
## 159    Manufacturing Director               1       Married         10820
## 160         Research Director               1       Married         13191
## 161     Laboratory Technician               4       Married          5126
## 162 Healthcare Representative               1        Single          8722
## 163           Sales Executive               3      Divorced          7104
## 164        Research Scientist               1        Single          6545
## 165           Sales Executive               2       Married          8020
## 166      Sales Representative               3        Single          2044
## 167         Research Director               2       Married         16413
## 168         Research Director               3      Divorced         16184
## 169        Research Scientist               1      Divorced          5577
## 170        Research Scientist               4      Divorced          2514
## 171           Sales Executive               4      Divorced          5304
## 172        Research Scientist               2       Married          5467
## 173 Healthcare Representative               3       Married         10527
## 174           Sales Executive               3      Divorced          8380
## 175                   Manager               3      Divorced         14852
## 176        Research Scientist               2        Single          2070
## 177                   Manager               1       Married         19859
## 178        Research Scientist               1       Married          2042
## 179           Sales Executive               4        Single          8998
## 180           Sales Executive               4        Single          8686
## 181    Manufacturing Director               2      Divorced         10274
## 182           Sales Executive               1      Divorced          6893
## 183        Research Scientist               3        Single          4739
## 184    Manufacturing Director               2        Single          8376
## 185     Laboratory Technician               3       Married          3755
## 186        Research Scientist               4       Married          2070
## 187    Manufacturing Director               3      Divorced          5206
## 188                   Manager               2      Divorced         15972
## 189         Research Director               2      Divorced         19144
## 190           Sales Executive               3       Married          4221
## 191        Research Scientist               4       Married          5775
## 192           Sales Executive               1       Married          9637
## 193    Manufacturing Director               3      Divorced          4810
## 194           Sales Executive               4       Married          4051
## 195        Research Scientist               4        Single          3904
## 196        Research Scientist               4       Married          2723
## 197     Laboratory Technician               4       Married          2075
## 198           Sales Executive               2       Married         13120
## 199 Healthcare Representative               4       Married         10248
## 200     Laboratory Technician               2       Married          2127
## 201           Sales Executive               2        Single         13194
## 202        Research Scientist               2       Married          6220
## 203    Manufacturing Director               3       Married          6162
## 204        Research Scientist               2        Single          2216
## 205      Sales Representative               2       Married          3931
## 206        Research Scientist               1       Married          2559
## 207           Sales Executive               3        Single          5346
## 208 Healthcare Representative               1       Married          6673
## 209        Research Scientist               1      Divorced          3204
## 210           Sales Executive               3      Divorced          8189
## 211    Manufacturing Director               2       Married         13570
## 212                   Manager               3       Married         18303
## 213        Research Scientist               4        Single          4680
## 214    Manufacturing Director               4       Married          6062
## 215        Research Scientist               4        Single          2045
## 216        Research Scientist               3      Divorced          2345
## 217 Healthcare Representative               3       Married          9824
## 218                   Manager               4      Divorced         17174
## 219        Research Scientist               3        Single          2632
## 220        Research Scientist               4        Single          2875
## 221           Sales Executive               4        Single          6274
## 222           Sales Executive               1       Married          4286
## 223           Sales Executive               4      Divorced          5368
## 224        Research Scientist               3      Divorced          1563
## 225        Research Scientist               4      Divorced          4771
## 226     Laboratory Technician               2       Married          3748
## 227     Laboratory Technician               4      Divorced          1951
## 228        Research Scientist               2      Divorced          2328
## 229           Sales Executive               3       Married          4999
## 230 Healthcare Representative               3       Married         13966
## 231    Manufacturing Director               4      Divorced          5770
## 232      Sales Representative               4       Married          2014
## 233           Sales Executive               3       Married         12936
## 234           Sales Executive               1       Married          5940
## 235                   Manager               4       Married         16959
## 236           Sales Executive               3       Married         10609
## 237                   Manager               3       Married         18880
## 238        Research Scientist               4       Married          6322
## 239           Human Resources               2       Married          2187
## 240         Research Director               1      Divorced         13269
## 241    Manufacturing Director               1       Married          7406
## 242                   Manager               2        Single         18061
## 243        Research Scientist               2       Married          2703
## 244      Sales Representative               1       Married          4400
## 245    Manufacturing Director               4       Married          5056
## 246     Laboratory Technician               4      Divorced          2532
## 247    Manufacturing Director               4        Single          7143
## 248      Sales Representative               2       Married          2269
## 249        Research Scientist               4      Divorced          5467
## 250                   Manager               1       Married         16595
## 251     Laboratory Technician               3      Divorced          2008
## 252           Sales Executive               4      Divorced          5079
## 253        Research Scientist               3        Single          2274
## 254           Human Resources               1       Married          2956
## 255         Research Director               2      Divorced         13757
## 256        Research Scientist               3        Single          2438
## 257      Sales Representative               2      Divorced          2789
## 258           Sales Executive               1      Divorced          4779
## 259           Sales Executive               4       Married          9713
## 260     Laboratory Technician               3      Divorced          3977
## 261      Sales Representative               4        Single          2785
## 262        Research Scientist               1        Single          2362
## 263     Laboratory Technician               4       Married          2436
## 264      Sales Representative               4       Married          2157
## 265     Laboratory Technician               3       Married          2774
## 266     Laboratory Technician               2       Married          2426
## 267         Research Director               1      Divorced         17007
## 268     Laboratory Technician               2        Single          1393
## 269 Healthcare Representative               3      Divorced          5968
## 270    Manufacturing Director               1       Married          9957
## 271           Sales Executive               3       Married          5154
## 272        Research Scientist               2      Divorced          5433
## 273      Sales Representative               3       Married          3540
## 274           Sales Executive               1       Married          5647
## 275         Research Director               2        Single         18722
## 276                   Manager               1      Divorced         19943
## 277        Research Scientist               2       Married          2244
## 278     Laboratory Technician               4        Single          2455
## 279           Sales Executive               3        Single          5744
## 280 Healthcare Representative               3       Married          4035
## 281           Sales Executive               4       Married          7847
## 282     Laboratory Technician               1        Single          4721
## 283 Healthcare Representative               4      Divorced          6513
## 284           Sales Executive               4      Divorced          7547
## 285           Human Resources               3       Married          2844
## 286     Laboratory Technician               3       Married          5207
## 287        Research Scientist               2        Single          2472
## 288     Laboratory Technician               4      Divorced          2661
## 289           Sales Executive               4       Married          9738
## 290      Sales Representative               4       Married          2572
## 291     Laboratory Technician               4      Divorced          2270
## 292     Laboratory Technician               2       Married          5674
## 293        Research Scientist               2        Single          2279
## 294         Research Director               2       Married         11957
## 295                   Manager               4        Single         16437
## 296     Laboratory Technician               3       Married          2660
## 297    Manufacturing Director               3       Married          9547
## 298     Laboratory Technician               3        Single          6074
## 299        Research Scientist               1        Single          2321
## 300        Research Scientist               4       Married          3464
## 301           Sales Executive               2       Married          6524
## 302           Sales Executive               1       Married          9069
## 303        Research Scientist               2      Divorced          3537
## 304        Research Scientist               3        Single          5098
## 305        Research Scientist               3        Single          2479
## 306     Laboratory Technician               4       Married          3162
## 307     Laboratory Technician               4       Married          2380
## 308        Research Scientist               4       Married          2979
## 309 Healthcare Representative               2       Married          6385
## 310           Sales Executive               2       Married          4851
## 311        Research Scientist               4       Married          5484
## 312    Manufacturing Director               3        Single         13237
## 313        Research Scientist               3        Single          4084
## 314    Manufacturing Director               3       Married          6132
## 315           Sales Executive               1        Single          5405
## 316           Sales Executive               4        Single          4163
## 317      Sales Representative               3       Married          2231
## 318 Healthcare Representative               3        Single          4617
## 319           Sales Executive               4       Married          6120
## 320        Research Scientist               4        Single          2994
## 321     Laboratory Technician               2       Married          2332
## 322        Research Scientist               4       Married          2691
## 323        Research Scientist               4      Divorced          3761
## 324        Research Scientist               1      Divorced          4615
## 325    Manufacturing Director               4       Married         12742
## 326        Research Scientist               3        Single          2318
## 327         Research Director               4      Divorced         19049
## 328        Research Scientist               1      Divorced          5410
## 329        Research Scientist               2      Divorced          2133
## 330                   Manager               1       Married         16799
## 331                   Manager               3        Single         15379
## 332           Sales Executive               4       Married         10400
## 333        Research Scientist               2      Divorced          2342
## 334    Manufacturing Director               1       Married          7412
## 335                   Manager               4       Married         18844
## 336        Research Scientist               3        Single          4508
## 337           Sales Executive               4      Divorced          4968
## 338 Healthcare Representative               4        Single          7756
## 339           Sales Executive               3        Single          4728
## 340     Laboratory Technician               1      Divorced          2341
## 341        Research Scientist               1       Married          3419
## 342     Laboratory Technician               4       Married          3867
## 343 Healthcare Representative               4      Divorced          7119
## 344        Research Scientist               3      Divorced          2083
## 345           Sales Executive               1      Divorced          4115
## 346           Sales Executive               1        Single         13341
## 347    Manufacturing Director               3        Single          4033
## 348    Manufacturing Director               2      Divorced          6397
## 349        Research Scientist               3        Single          2290
## 350 Healthcare Representative               4       Married         11103
## 351         Research Director               1       Married         13348
## 352           Sales Executive               4       Married          6929
## 353        Research Scientist               4       Married          4422
## 354 Healthcare Representative               4      Divorced          4069
## 355           Sales Executive               3      Divorced         10447
## 356           Sales Executive               1        Single          4759
## 357        Research Scientist               2       Married          2368
## 358        Research Scientist               2       Married          2546
## 359    Manufacturing Director               4       Married          6162
## 360     Laboratory Technician               4       Married          3210
## 361                   Manager               3       Married         19999
## 362      Sales Representative               1        Single          1091
## 363                   Manager               4       Married         19845
## 364         Research Director               3      Divorced         19436
## 365                   Manager               3       Married         19187
## 366           Sales Executive               1       Married         13212
## 367     Laboratory Technician               2      Divorced          4444
## 368           Sales Executive               1       Married          5473
## 369        Research Scientist               3       Married          2073
## 370        Research Scientist               4        Single          5055
## 371    Manufacturing Director               1       Married          4148
## 372           Sales Executive               1       Married          8412
## 373     Laboratory Technician               1      Divorced          5210
## 374        Research Scientist               2       Married          3936
## 375      Sales Representative               1        Single          2728
## 376         Research Director               4        Single         14411
## 377     Laboratory Technician               1        Single          2743
## 378           Sales Executive               4      Divorced          5087
## 379        Research Scientist               4       Married          2168
## 380        Research Scientist               3       Married          2132
## 381         Research Director               3       Married         18300
## 382           Human Resources               3       Married          2942
## 383           Sales Executive               1      Divorced          5486
## 384      Sales Representative               1      Divorced          2322
## 385        Research Scientist               3       Married          2461
## 386         Research Director               1       Married         13582
## 387           Sales Executive               3        Single          8789
## 388    Manufacturing Director               4      Divorced          4262
## 389      Sales Representative               4        Single          4502
## 390      Sales Representative               2        Single          2174
## 391           Sales Executive               1       Married          6500
## 392           Sales Executive               4       Married          4157
## 393        Research Scientist               1      Divorced          3065
## 394           Sales Executive               1       Married         10266
## 395        Research Scientist               4        Single          2515
## 396        Research Scientist               4      Divorced          2695
## 397         Research Director               3       Married         17861
## 398           Human Resources               3       Married          2742
## 399 Healthcare Representative               3      Divorced          6306
## 400    Manufacturing Director               3        Single         10209
## 401    Manufacturing Director               4        Single          6091
## 402    Manufacturing Director               3      Divorced          5265
## 403     Laboratory Technician               3        Single          2105
## 404 Healthcare Representative               1       Married          8008
## 405        Research Scientist               1        Single          2559
## 406         Research Director               4      Divorced         16627
## 407           Sales Executive               4       Married          5468
## 408     Laboratory Technician               3      Divorced          2741
## 409                   Manager               4       Married         15427
## 410         Research Director               1       Married         17159
## 411           Human Resources               1       Married          2342
## 412           Sales Executive               3        Single          9241
## 413        Research Scientist               2       Married          3022
## 414           Sales Executive               4        Single          4648
## 415      Sales Representative               3      Divorced          2351
## 416    Manufacturing Director               4      Divorced          5762
## 417     Laboratory Technician               4        Single          2564
## 418     Laboratory Technician               4       Married          3688
## 419    Manufacturing Director               4       Married          6474
## 420         Research Director               3       Married         11935
## 421    Manufacturing Director               2       Married          4325
## 422        Research Scientist               3       Married          4449
## 423           Sales Executive               3       Married          6172
## 424     Laboratory Technician               4        Single          1611
## 425           Sales Executive               1       Married          4724
## 426           Sales Executive               4      Divorced         10798
## 427        Research Scientist               3      Divorced          1274
## 428        Research Scientist               3        Single          3230
## 429     Laboratory Technician               3        Single          3730
## 430    Manufacturing Director               1       Married          5957
## 431           Sales Executive               3        Single          4478
## 432        Research Scientist               3      Divorced          3544
## 433     Laboratory Technician               1        Single          4284
## 434        Research Scientist               1      Divorced          2109
## 435           Sales Executive               2      Divorced          9705
## 436           Sales Executive               2       Married          6214
## 437        Research Scientist               3        Single          4382
## 438     Laboratory Technician               1        Single          2867
## 439      Sales Representative               3       Married          2683
## 440 Healthcare Representative               4        Single          7625
## 441        Research Scientist               3        Single          4998
## 442     Laboratory Technician               3       Married          2974
## 443     Laboratory Technician               3        Single          3485
## 444           Human Resources               4      Divorced          3195
## 445         Research Director               4      Divorced         19328
## 446        Research Scientist               4       Married          3420
## 447        Research Scientist               4       Married          4735
## 448 Healthcare Representative               1       Married          5538
## 449     Laboratory Technician               4        Single          2406
## 450           Sales Executive               1       Married          4385
## 451 Healthcare Representative               4       Married          4878
## 452        Research Scientist               2        Single          3420
## 453           Sales Executive               4        Single          5813
## 454           Sales Executive               3        Single          5487
## 455                   Manager               1       Married         15402
## 456                   Manager               2        Single         19833
## 457           Sales Executive               4       Married          5476
## 458           Sales Executive               4        Single          5441
## 459        Research Scientist               1       Married          2066
## 460     Laboratory Technician               4        Single          5810
## 461     Laboratory Technician               3       Married          2093
## 462     Laboratory Technician               2        Single          2013
## 463           Sales Executive               4        Single          9208
## 464    Manufacturing Director               4        Single          5238
## 465        Research Scientist               3       Married          2437
## 466        Research Scientist               4        Single          3944
## 467      Sales Representative               4        Single          2644
## 468     Laboratory Technician               4       Married          3038
## 469           Sales Executive               1        Single          4969
## 470    Manufacturing Director               1      Divorced          4450
## 471        Research Scientist               2       Married          2226
## 472        Research Scientist               4        Single          2439
## 473         Research Director               1       Married         13245
## 474        Research Scientist               4        Single          3452
## 475     Laboratory Technician               3      Divorced          2207
## 476           Sales Executive               4        Single          5772
## 477           Sales Executive               3      Divorced          6334
## 478           Sales Executive               3      Divorced          4306
## 479     Laboratory Technician               1       Married          2950
## 480         Research Director               4       Married         13744
## 481 Healthcare Representative               1       Married          5373
## 482        Research Scientist               4       Married          2356
## 483        Research Scientist               4       Married          5747
## 484        Research Scientist               1      Divorced          4257
## 485 Healthcare Representative               4       Married         10312
## 486           Sales Executive               4        Single          5993
## 487      Sales Representative               4        Single          1081
## 488        Research Scientist               3      Divorced          2911
## 489     Laboratory Technician               3        Single          5381
## 490 Healthcare Representative               3        Single          6142
## 491         Research Director               1        Single         18665
## 492         Research Director               1       Married         16880
## 493           Sales Executive               3        Single          5869
## 494 Healthcare Representative               2        Single          8606
## 495           Sales Executive               3       Married          5673
## 496                   Manager               3       Married         16307
## 497        Research Scientist               4       Married          2654
## 498        Research Scientist               4       Married          2326
## 499 Healthcare Representative               3       Married          5237
## 500           Sales Executive               3       Married          5736
## 501    Manufacturing Director               1       Married         10008
## 502     Laboratory Technician               3        Single          2028
## 503      Sales Representative               3       Married          2655
## 504    Manufacturing Director               1      Divorced          9980
## 505         Research Director               3       Married         17169
## 506        Research Scientist               2       Married          5878
## 507      Sales Representative               3        Single          2851
## 508           Sales Executive               2       Married         10596
## 509      Sales Representative               4      Divorced          2793
## 510         Research Director               3       Married         19545
## 511           Sales Executive               4       Married          5343
## 512 Healthcare Representative               3       Married         10920
## 513        Research Scientist               3       Married          3433
## 514         Research Director               4        Single         13458
## 515      Sales Representative               4        Single          2610
## 516    Manufacturing Director               2      Divorced          5482
## 517      Sales Representative               2       Married          2413
## 518     Laboratory Technician               2      Divorced          2766
## 519     Laboratory Technician               4       Married          4627
## 520     Laboratory Technician               4        Single          2587
## 521        Research Scientist               4        Single          2553
## 522     Laboratory Technician               2       Married          2408
## 523        Research Scientist               1      Divorced          9724
## 524         Research Director               3      Divorced         19502
## 525        Research Scientist               4       Married          2177
## 526           Sales Executive               2       Married          7525
## 527           Sales Executive               1      Divorced          5006
## 528 Healthcare Representative               1       Married          6833
## 529        Research Scientist               3        Single          2859
## 530        Research Scientist               2       Married          4963
## 531 Healthcare Representative               3       Married          8823
## 532           Sales Executive               3        Single          6815
## 533        Research Scientist               3       Married          2700
## 534 Healthcare Representative               4      Divorced          6667
## 535     Laboratory Technician               1       Married          2119
## 536        Research Scientist               4      Divorced          2089
## 537           Sales Executive               2        Single          7351
## 538           Human Resources               3      Divorced          2696
## 539      Sales Representative               2        Single          3202
## 540           Sales Executive               1        Single          5155
## 541     Laboratory Technician               3      Divorced          3491
## 542        Research Scientist               1       Married          3143
## 543        Research Scientist               3      Divorced          2566
## 544    Manufacturing Director               3       Married          6553
## 545        Research Scientist               1        Single          4381
## 546        Research Scientist               4       Married          2929
## 547     Laboratory Technician               2       Married          7403
## 548     Laboratory Technician               3        Single          5094
## 549         Research Director               2       Married         12061
## 550           Human Resources               2        Single          2177
## 551                   Manager               3       Married         19189
## 552           Human Resources               4      Divorced          4936
## 553           Human Resources               4        Single          3886
## 554        Research Scientist               3       Married          2259
## 555 Healthcare Representative               4       Married          4876
## 556           Sales Executive               3       Married          9602
## 557     Laboratory Technician               3        Single          3780
## 558        Research Scientist               4       Married          3622
## 559    Manufacturing Director               2       Married          4434
## 560           Sales Executive               3       Married          5296
## 561     Laboratory Technician               2        Single          2088
## 562         Research Director               3       Married         15787
## 563     Laboratory Technician               2       Married          2811
## 564         Research Director               3       Married         11031
## 565     Laboratory Technician               3       Married          3833
## 566        Research Scientist               4        Single          2436
## 567     Laboratory Technician               1        Single          2176
## 568           Sales Executive               1       Married          9714
## 569           Sales Executive               3        Single          6244
## 570    Manufacturing Director               3       Married         13973
## 571           Sales Executive               2       Married          4393
## 572        Research Scientist               4        Single          2693
## 573           Sales Executive               4       Married          6834
## 574           Sales Executive               3       Married          6799
## 575           Sales Executive               2       Married          6272
## 576    Manufacturing Director               3      Divorced          5993
## 577      Sales Representative               1        Single          2858
## 578     Laboratory Technician               3        Single          3162
## 579    Manufacturing Director               3        Single          5042
## 580 Healthcare Representative               4      Divorced          6623
## 581     Laboratory Technician               4       Married          3669
## 582         Research Director               4        Single         15992
## 583 Healthcare Representative               4       Married          5811
## 584           Sales Executive               2       Married          4779
## 585 Healthcare Representative               4       Married          6465
## 586     Laboratory Technician               4       Married          2741
## 587        Research Scientist               4      Divorced          5329
## 588      Sales Representative               1        Single          3407
## 589     Laboratory Technician               3        Single          3629
## 590     Laboratory Technician               1       Married          4014
## 591        Research Scientist               3       Married          2814
## 592           Sales Executive               2        Single          4599
## 593      Sales Representative               3       Married          2909
## 594     Laboratory Technician               1       Married          3211
## 595    Manufacturing Director               3       Married         10435
## 596           Sales Executive               1      Divorced          4037
## 597    Manufacturing Director               2       Married         10903
## 598     Laboratory Technician               3       Married          3448
## 599    Manufacturing Director               2       Married          6142
## 600        Research Scientist               4       Married          2293
## 601      Sales Representative               2       Married          2033
## 602        Research Scientist               1       Married          4087
## 603         Research Director               1       Married         11416
## 604     Laboratory Technician               4       Married          3131
## 605      Sales Representative               2        Single          2760
## 606         Research Director               3       Married         14814
## 607           Sales Executive               3        Single          5473
## 608           Sales Executive               1      Divorced          5605
## 609     Laboratory Technician               1        Single          3578
## 610      Sales Representative               4        Single          2342
## 611     Laboratory Technician               4       Married          5363
## 612 Healthcare Representative               3        Single          6811
## 613     Laboratory Technician               1       Married          2707
## 614      Sales Representative               2        Single          2121
## 615           Sales Executive               3      Divorced          7264
## 616     Laboratory Technician               4       Married          3986
## 617     Laboratory Technician               2       Married          3838
## 618           Sales Executive               1      Divorced          5454
## 619 Healthcare Representative               1       Married          9991
## 620     Laboratory Technician               3       Married          1281
## 621     Laboratory Technician               4        Single          2926
## 622    Manufacturing Director               3      Divorced          5067
## 623        Research Scientist               4        Single          3280
## 624           Human Resources               4        Single          8837
## 625     Laboratory Technician               1        Single          2561
## 626        Research Scientist               3      Divorced          2517
## 627           Sales Executive               3       Married          4162
## 628         Research Director               4      Divorced         11510
## 629    Manufacturing Director               2       Married         10976
## 630 Healthcare Representative               2        Single          8621
## 631        Research Scientist               4       Married          2662
## 632           Sales Executive               4        Single          9888
## 633           Sales Executive               4        Single          6861
## 634     Laboratory Technician               4      Divorced          2835
## 635 Healthcare Representative               1       Married          9985
## 636     Laboratory Technician               4       Married          2376
## 637                   Manager               1       Married         17665
## 638           Sales Executive               3      Divorced          8628
## 639        Research Scientist               4       Married          2725
## 640      Sales Representative               1      Divorced          3041
## 641     Laboratory Technician               3      Divorced          2693
## 642 Healthcare Representative               1      Divorced          4448
## 643                   Manager               1        Single         16756
## 644        Research Scientist               1       Married          2307
## 645        Research Scientist               1      Divorced          2107
## 646           Sales Executive               4       Married         10855
## 647     Laboratory Technician               3        Single          1904
## 648     Laboratory Technician               3       Married          2305
## 649           Sales Executive               1        Single          4312
## 650     Laboratory Technician               1        Single          2166
## 651     Laboratory Technician               1        Single          2450
## 652           Sales Executive               4      Divorced          5220
## 653         Research Director               3        Single         13499
## 654                   Manager               3       Married         12504
## 655     Laboratory Technician               3        Single          3894
## 656 Healthcare Representative               1       Married          4741
## 657         Research Director               2       Married         12490
## 658                   Manager               4      Divorced         16032
## 659    Manufacturing Director               2        Single          6032
## 660    Manufacturing Director               2        Single          6499
## 661     Laboratory Technician               4       Married          5309
## 662        Research Scientist               3      Divorced          2768
## 663           Sales Executive               4      Divorced         10368
## 664     Laboratory Technician               4      Divorced          3917
## 665           Sales Executive               3        Single          4568
## 666 Healthcare Representative               3        Single          6294
## 667           Sales Executive               4       Married          7918
## 668     Laboratory Technician               4      Divorced          3408
## 669     Laboratory Technician               3       Married          4883
## 670         Research Director               4       Married         17779
## 671         Research Director               3        Single         13664
## 672           Sales Executive               4      Divorced          5505
## 673           Sales Executive               1        Single          4898
## 674        Research Scientist               2      Divorced          2022
## 675        Research Scientist               3       Married          3517
## 676                   Manager               2       Married         18789
## 677    Manufacturing Director               2       Married          5228
## 678     Laboratory Technician               3       Married          6323
## 679    Manufacturing Director               2      Divorced          5131
## 680      Sales Representative               3       Married          2329
## 681           Sales Executive               1       Married          4256
## 682     Laboratory Technician               4       Married          2258
## 683 Healthcare Representative               3       Married          5347
## 684 Healthcare Representative               4      Divorced          9439
## 685        Research Scientist               4       Married          2713
## 686    Manufacturing Director               2      Divorced         10648
## 687 Healthcare Representative               4        Single          7553
## 688        Research Scientist               2       Married          2622
## 689     Laboratory Technician               4        Single          1102
## 690           Human Resources               2      Divorced          2592
## 691           Human Resources               3       Married          6077
## 692                   Manager               2       Married         11849
## 693 Healthcare Representative               4        Single          6781
## 694        Research Scientist               4        Single          2285
## 695           Sales Executive               4      Divorced          9525
## 696      Sales Representative               4        Single          3294
## 697                   Manager               4       Married         15202
## 698     Laboratory Technician               2        Single          5914
## 699      Sales Representative               4        Single          1569
## 700         Research Director               2       Married         19081
## 701           Human Resources               2       Married          2804
## 702           Sales Executive               3       Married          5714
## 703           Sales Executive               4       Married         10377
## 704           Human Resources               2       Married          2148
## 705           Human Resources               3       Married          2267
## 706           Sales Executive               4        Single          6230
## 707        Research Scientist               4       Married          6854
## 708           Human Resources               2        Single          2109
## 709     Laboratory Technician               3       Married          3702
## 710                   Manager               1      Divorced         17924
## 711                   Manager               1       Married         11916
## 712                   Manager               4      Divorced         14118
## 713     Laboratory Technician               2        Single          2559
## 714           Sales Executive               4       Married          9699
## 715           Sales Executive               1        Single          7587
## 716           Human Resources               3       Married          1555
## 717           Sales Executive               3       Married          6578
## 718        Research Scientist               3        Single          3660
## 719           Sales Executive               4        Single          4581
## 720    Manufacturing Director               2      Divorced          7655
## 721    Manufacturing Director               3       Married          9434
## 722    Manufacturing Director               3       Married          5768
## 723        Research Scientist               1      Divorced          2996
## 724    Manufacturing Director               4        Single          8858
## 725     Laboratory Technician               3        Single          3968
## 726    Manufacturing Director               3       Married          4898
## 727      Sales Representative               4       Married          2973
## 728        Research Scientist               3      Divorced          3815
## 729     Laboratory Technician               4        Single          2340
## 730     Laboratory Technician               4       Married          2523
## 731    Manufacturing Director               2      Divorced          4765
## 732           Sales Executive               3       Married          5238
## 733           Human Resources               2       Married          2863
## 734           Sales Executive               3       Married          4707
## 735        Research Scientist               4        Single          2972
## 736           Sales Executive               3        Single          6500
## 737           Sales Executive               4       Married         12031
## 738           Sales Executive               4        Single          5171
## 739           Sales Executive               3       Married          4601
## 740     Laboratory Technician               4        Single          3681
## 741           Sales Executive               3       Married          8639
## 742                   Manager               4      Divorced         11557
## 743        Research Scientist               4       Married          4285
## 744     Laboratory Technician               2        Single          3295
## 745           Sales Executive               3      Divorced          4907
## 746     Laboratory Technician               1      Divorced          2296
## 747           Human Resources               1      Divorced          2335
## 748 Healthcare Representative               1        Single          5343
## 749     Laboratory Technician               1      Divorced          3907
## 750        Research Scientist               4        Single          2500
## 751      Sales Representative               4        Single          2323
## 752      Sales Representative               2        Single          2302
## 753 Healthcare Representative               3       Married         11245
## 754           Sales Executive               2       Married          7314
## 755         Research Director               3       Married         13549
## 756     Laboratory Technician               3        Single          3708
## 757 Healthcare Representative               4       Married          4014
## 758 Healthcare Representative               3       Married          6651
## 759     Laboratory Technician               3       Married          3306
## 760                   Manager               2        Single         18824
## 761        Research Scientist               1        Single          2404
## 762                   Manager               4       Married         16752
## 763           Sales Executive               2        Single          6151
## 764           Sales Executive               3       Married          6347
## 765           Human Resources               4       Married          3737
## 766     Laboratory Technician               1        Single          5769
## 767        Research Scientist               3       Married          3376
## 768           Sales Executive               1      Divorced         10932
## 769    Manufacturing Director               4      Divorced          7379
## 770           Sales Executive               3       Married          5593
## 771           Sales Executive               4        Single          4682
## 772           Sales Executive               1      Divorced         10453
## 773 Healthcare Representative               3        Single         10938
## 774        Research Scientist               3       Married          3388
## 775 Healthcare Representative               4       Married         10124
## 776        Research Scientist               3        Single          3505
## 777           Human Resources               3      Divorced          2064
## 778      Sales Representative               1      Divorced          2827
## 779     Laboratory Technician               4        Single          2570
## 780        Research Scientist               4       Married          4787
## 781      Sales Representative               2        Single          3140
## 782 Healthcare Representative               3        Single          4553
## 783           Human Resources               2      Divorced          2277
## 784           Sales Executive               3       Married          4539
## 785           Sales Executive               2       Married          4978
## 786         Research Director               2        Single         16422
## 787                   Manager               3       Married         13116
## 788        Research Scientist               2       Married          4941
## 789         Research Director               1       Married         19038
## 790        Research Scientist               2        Single          2096
## 791     Laboratory Technician               1       Married          4789
## 792        Research Scientist               2        Single          2311
## 793    Manufacturing Director               3       Married          7756
## 794 Healthcare Representative               3      Divorced         10096
## 795    Manufacturing Director               4      Divorced          6804
## 796        Research Scientist               1        Single          3348
## 797 Healthcare Representative               4       Married         13496
## 798     Laboratory Technician               1       Married          2398
## 799        Research Scientist               2        Single          1859
## 800 Healthcare Representative               1      Divorced          6842
## 801           Sales Executive               1       Married          5376
## 802           Sales Executive               4        Single          6582
## 803                   Manager               1       Married         17068
## 804           Sales Executive               1        Single          9582
## 805     Laboratory Technician               2       Married          2042
## 806 Healthcare Representative               1       Married          8321
## 807           Sales Executive               3       Married          6232
## 808        Research Scientist               4       Married          2323
## 809        Research Scientist               4       Married          2862
## 810        Research Scientist               2       Married          3058
## 811     Laboratory Technician               1      Divorced          3072
## 812     Laboratory Technician               4       Married          3229
## 813           Sales Executive               3      Divorced          4260
## 814                   Manager               3       Married         19658
## 815      Sales Representative               2       Married          2899
## 816        Research Scientist               4       Married          2781
## 817    Manufacturing Director               4        Single          6877
## 818         Research Director               3       Married         11691
## 819     Laboratory Technician               4        Single          2720
## 820           Sales Executive               3        Single          9854
## 821        Research Scientist               4       Married          3312
## 822           Sales Executive               4      Divorced          6931
## 823           Sales Executive               3       Married          6712
## 824     Laboratory Technician               3       Married          2610
## 825    Manufacturing Director               3       Married          4663
## 826         Research Director               4      Divorced         19627
## 827           Sales Executive               3       Married          8161
## 828           Sales Executive               1        Single          4538
## 829     Laboratory Technician               2       Married          2468
## 830                   Manager               2       Married         18200
## 831     Laboratory Technician               1       Married          3633
## 832      Sales Representative               3        Single          1675
## 833     Laboratory Technician               1       Married          3196
## 834        Research Scientist               1        Single          2552
## 835 Healthcare Representative               2      Divorced         13577
## 836           Sales Executive               2      Divorced          8834
## 837        Research Scientist               3       Married          2996
## 838           Sales Executive               4        Single          5337
## 839    Manufacturing Director               2      Divorced         10333
## 840         Research Director               2       Married         19665
## 841     Laboratory Technician               3        Single          1420
## 842           Human Resources               1        Single          7988
## 843    Manufacturing Director               4       Married         13826
## 844 Healthcare Representative               4      Divorced          8500
## 845           Sales Executive               4        Single          6029
## 846     Laboratory Technician               1      Divorced          4558
## 847     Laboratory Technician               2        Single          1483
## 848 Healthcare Representative               4      Divorced          9613
## 849           Sales Executive               3       Married          6380
## 850     Laboratory Technician               4       Married          2544
## 851           Sales Executive               3       Married          4559
## 852     Laboratory Technician               3        Single          2206
## 853     Laboratory Technician               3        Single          4193
## 854 Healthcare Representative               1        Single          5661
## 855    Manufacturing Director               2       Married          4788
## 856      Sales Representative               3       Married          2404
## 857        Research Scientist               1        Single          2657
## 858    Manufacturing Director               3       Married          8943
## 859     Laboratory Technician               1       Married          2238
## 860 Healthcare Representative               4       Married          7978
## 861     Laboratory Technician               3        Single          2838
## 862           Sales Executive               4        Single         10231
## 863           Sales Executive               4        Single          5304
## 864           Sales Executive               3      Divorced         13770
## 865    Manufacturing Director               4       Married          9380
## 866    Manufacturing Director               4        Single          7898
## 867           Sales Executive               4       Married          4465
## 868           Sales Executive               3       Married          4591
## 869        Research Scientist               3       Married          4477
## 870     Laboratory Technician               2        Single          4425
##     MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1          9250                  2      Y       No                11
## 2         17544                  1      Y       No                14
## 3         19944                  2      Y       No                11
## 4         24032                  1      Y       No                19
## 5         17218                  1      Y      Yes                13
## 6          4809                  1      Y       No                21
## 7          5561                  2      Y      Yes                12
## 8         24223                  2      Y      Yes                14
## 9         18410                  1      Y      Yes                19
## 10        15332                  1      Y       No                14
## 11        22539                  7      Y       No                13
## 12        10494                  1      Y       No                15
## 13        18869                  3      Y       No                21
## 14        17434                  1      Y       No                18
## 15        22957                  6      Y       No                12
## 16        24406                  1      Y       No                13
## 17        13554                  1      Y       No                12
## 18        16044                  2      Y       No                14
## 19         5586                  0      Y      Yes                14
## 20         9364                  2      Y       No                15
## 21        13934                  2      Y      Yes                11
## 22        18597                  3      Y       No                12
## 23        19627                  3      Y      Yes                13
## 24        21602                  7      Y       No                13
## 25        12291                  0      Y       No                14
## 26         8751                  7      Y       No                11
## 27        12355                  0      Y       No                11
## 28        18385                  0      Y      Yes                17
## 29         5843                  6      Y      Yes                13
## 30        26589                  0      Y       No                18
## 31        22812                  0      Y       No                17
## 32        13637                  1      Y       No                18
## 33        14977                  3      Y      Yes                12
## 34        16340                  6      Y       No                12
## 35        10138                  8      Y       No                24
## 36        26062                  1      Y       No                20
## 37        21530                  9      Y       No                17
## 38         8658                  5      Y      Yes                13
## 39         4022                  6      Y       No                14
## 40        21981                  0      Y       No                12
## 41        22577                  4      Y       No                22
## 42        12388                  0      Y       No                13
## 43        24941                  4      Y      Yes                16
## 44        26362                  8      Y       No                22
## 45        16901                  1      Y       No                22
## 46        16458                  1      Y       No                13
## 47        12147                  6      Y       No                15
## 48         5569                  0      Y      Yes                14
## 49         8059                  1      Y      Yes                14
## 50         5970                  6      Y       No                18
## 51        14561                  3      Y       No                17
## 52        22456                  3      Y      Yes                21
## 53        19982                  1      Y       No                13
## 54        23163                  1      Y       No                12
## 55        20682                  1      Y       No                23
## 56        20520                  1      Y       No                20
## 57        20366                  6      Y      Yes                12
## 58        16213                  1      Y      Yes                18
## 59        11677                  2      Y      Yes                18
## 60         8040                  1      Y      Yes                14
## 61         5518                  1      Y      Yes                11
## 62         5747                  3      Y       No                12
## 63         6393                  0      Y       No                19
## 64         8018                  1      Y       No                16
## 65         3372                  1      Y       No                13
## 66        15053                  0      Y      Yes                12
## 67        19368                  1      Y       No                13
## 68        13672                  1      Y       No                13
## 69         5868                  4      Y       No                13
## 70        15881                  1      Y       No                12
## 71        21412                  3      Y       No                22
## 72        23490                  0      Y       No                18
## 73        15497                  3      Y      Yes                13
## 74         9051                  3      Y      Yes                11
## 75        21534                  9      Y      Yes                19
## 76        10781                  1      Y       No                23
## 77        12288                  1      Y      Yes                14
## 78         3156                  1      Y       No                15
## 79        16840                  6      Y       No                12
## 80        17536                  1      Y      Yes                11
## 81        14382                  5      Y       No                15
## 82         5151                  2      Y       No                16
## 83        14284                  2      Y       No                11
## 84        17001                  4      Y      Yes                13
## 85         2323                  9      Y      Yes                11
## 86        21829                  3      Y      Yes                13
## 87        11825                  2      Y       No                12
## 88        10074                  1      Y      Yes                24
## 89         2975                  1      Y       No                15
## 90        22822                  3      Y       No                12
## 91        12106                  1      Y      Yes                23
## 92        11162                  1      Y       No                13
## 93         2396                  6      Y      Yes                15
## 94         4223                  3      Y      Yes                16
## 95        17053                  3      Y       No                15
## 96        24532                  1      Y       No                25
## 97        11380                  8      Y       No                12
## 98        15850                  5      Y       No                14
## 99         4668                  0      Y       No                13
## 100        3708                  5      Y       No                17
## 101        7679                  0      Y       No                14
## 102        8386                  1      Y       No                18
## 103       12740                  9      Y       No                15
## 104        8544                  2      Y       No                16
## 105       19764                  4      Y       No                12
## 106       13421                  1      Y       No                22
## 107       26283                  1      Y       No                13
## 108       25811                  4      Y      Yes                18
## 109       10842                  4      Y       No                22
## 110       11288                  1      Y       No                14
## 111       22088                  1      Y      Yes                14
## 112       13829                  2      Y       No                15
## 113       15322                  7      Y       No                19
## 114        4761                  2      Y       No                11
## 115       21026                  3      Y      Yes                15
## 116        4814                  1      Y      Yes                13
## 117       20623                  0      Y       No                14
## 118       23679                  4      Y      Yes                13
## 119        4609                  4      Y       No                12
## 120        6163                  1      Y       No                11
## 121       20335                  9      Y       No                14
## 122       25479                  1      Y      Yes                11
## 123       19239                  4      Y      Yes                12
## 124        7791                  0      Y       No                20
## 125       20260                  1      Y       No                18
## 126       13586                  1      Y      Yes                11
## 127        4681                  1      Y      Yes                22
## 128       23888                  0      Y       No                13
## 129       20003                  1      Y      Yes                14
## 130        7739                  2      Y       No                12
## 131        3356                  1      Y      Yes                13
## 132        8191                  3      Y       No                12
## 133        4386                  0      Y       No                11
## 134        7693                  4      Y       No                21
## 135        6227                  1      Y       No                11
## 136        9931                  1      Y       No                24
## 137        6689                  1      Y      Yes                11
## 138       13943                  8      Y       No                11
## 139        4303                  7      Y      Yes                21
## 140       14506                  2      Y       No                12
## 141       18235                  4      Y      Yes                12
## 142       26076                  1      Y       No                12
## 143       24208                  6      Y       No                13
## 144       22825                  4      Y       No                14
## 145       13888                  5      Y       No                20
## 146       16928                  1      Y       No                14
## 147        4673                  1      Y       No                13
## 148       10589                  2      Y       No                13
## 149        6409                  8      Y       No                22
## 150       20460                  0      Y       No                21
## 151       11512                  2      Y       No                17
## 152       21703                  1      Y       No                12
## 153       16985                  1      Y       No                14
## 154       15530                  3      Y       No                12
## 155        6896                  1      Y       No                14
## 156        6069                  7      Y      Yes                12
## 157        4258                  3      Y       No                14
## 158       13547                  7      Y       No                11
## 159       11535                  8      Y       No                11
## 160       23281                  3      Y      Yes                17
## 161       15998                  1      Y      Yes                12
## 162       12355                  1      Y       No                12
## 163       20431                  0      Y       No                12
## 164       23016                  3      Y      Yes                13
## 165        5100                  0      Y       No                15
## 166       22052                  1      Y       No                13
## 167        3498                  3      Y       No                16
## 168       22578                  4      Y       No                19
## 169       22087                  3      Y      Yes                12
## 170       26968                  4      Y       No                22
## 171       25275                  7      Y       No                23
## 172        2125                  8      Y       No                18
## 173        8984                  5      Y       No                11
## 174       21708                  0      Y      Yes                14
## 175       13938                  6      Y       No                13
## 176       25326                  1      Y      Yes                11
## 177       21199                  5      Y      Yes                13
## 178       15346                  6      Y      Yes                14
## 179       15589                  1      Y       No                14
## 180       12930                  4      Y       No                22
## 181       19588                  2      Y       No                18
## 182       19461                  3      Y       No                15
## 183       16090                  4      Y       No                12
## 184        9150                  4      Y       No                18
## 185       17872                  1      Y       No                11
## 186        2613                  1      Y       No                23
## 187        4973                  1      Y       No                17
## 188       21086                  6      Y       No                14
## 189       15815                  3      Y       No                14
## 190        8863                  1      Y       No                15
## 191       11934                  1      Y       No                13
## 192        8277                  2      Y       No                14
## 193       26314                  2      Y       No                14
## 194       19658                  2      Y       No                14
## 195        4050                  0      Y       No                12
## 196       23231                  1      Y       No                11
## 197       18725                  3      Y       No                23
## 198       11879                  6      Y       No                17
## 199        2094                  3      Y       No                14
## 200        9100                  1      Y       No                21
## 201       17071                  4      Y      Yes                16
## 202        7346                  1      Y       No                17
## 203       19124                  1      Y       No                12
## 204        3872                  7      Y      Yes                13
## 205       20990                  2      Y       No                11
## 206        7508                  1      Y      Yes                13
## 207        9489                  8      Y       No                13
## 208       11354                  7      Y      Yes                19
## 209       10415                  5      Y       No                14
## 210       21196                  3      Y      Yes                13
## 211        5640                  0      Y       No                23
## 212        7770                  6      Y       No                13
## 213       15232                  3      Y       No                17
## 214        4051                  9      Y      Yes                13
## 215       15174                  0      Y       No                13
## 216        8045                  2      Y       No                14
## 217       22174                  3      Y       No                19
## 218        2437                  3      Y       No                11
## 219       23910                  1      Y       No                14
## 220        9973                  1      Y      Yes                20
## 221       18686                  1      Y       No                22
## 222        5630                  2      Y       No                14
## 223       16130                  1      Y      Yes                25
## 224       12530                  1      Y       No                14
## 225       14293                  2      Y       No                19
## 226        4077                  1      Y       No                13
## 227       10910                  1      Y       No                12
## 228       12392                  1      Y      Yes                16
## 229       17519                  0      Y       No                21
## 230       11652                  2      Y      Yes                19
## 231        5388                  1      Y       No                19
## 232        9687                  1      Y       No                13
## 233       24164                  7      Y       No                11
## 234       17011                  2      Y       No                14
## 235       19494                  1      Y      Yes                12
## 236       14922                  5      Y       No                11
## 237       17312                  5      Y       No                11
## 238       18089                  1      Y      Yes                12
## 239       19655                  4      Y       No                14
## 240       21981                  5      Y       No                15
## 241        6950                  1      Y      Yes                21
## 242       13035                  3      Y       No                22
## 243        4956                  0      Y       No                23
## 244       15182                  3      Y       No                12
## 245       17689                  1      Y      Yes                15
## 246        6054                  6      Y       No                14
## 247       25713                  1      Y      Yes                14
## 248       18024                  0      Y       No                14
## 249       13953                  3      Y      Yes                14
## 250        5626                  7      Y       No                16
## 251       20439                  1      Y       No                12
## 252       25952                  4      Y       No                13
## 253        6153                  1      Y       No                14
## 254       21495                  0      Y       No                17
## 255       25178                  2      Y       No                11
## 256       24978                  4      Y       No                13
## 257        3909                  1      Y       No                11
## 258       12761                  7      Y       No                14
## 259       24444                  2      Y      Yes                13
## 260        7298                  6      Y      Yes                19
## 261       11882                  7      Y       No                14
## 262        7568                  6      Y       No                13
## 263       22149                  5      Y      Yes                13
## 264       18203                  1      Y       No                15
## 265       13257                  0      Y       No                12
## 266       16479                  0      Y       No                13
## 267       11929                  7      Y       No                14
## 268       24852                  1      Y       No                12
## 269       18079                  1      Y       No                20
## 270        9096                  0      Y       No                15
## 271       19665                  4      Y       No                22
## 272       19332                  1      Y       No                12
## 273        7018                  1      Y       No                21
## 274       13494                  4      Y       No                13
## 275       13339                  8      Y       No                11
## 276       18575                  4      Y       No                13
## 277       24440                  1      Y       No                13
## 278       10675                  0      Y       No                19
## 279       26959                  1      Y      Yes                11
## 280       16143                  0      Y      Yes                16
## 281        6069                  1      Y      Yes                17
## 282        3119                  2      Y      Yes                13
## 283        9060                  4      Y       No                17
## 284        7143                  4      Y       No                12
## 285        6004                  1      Y       No                13
## 286       22949                  1      Y      Yes                12
## 287       26092                  1      Y      Yes                23
## 288        8758                  0      Y       No                11
## 289       22952                  0      Y       No                14
## 290       20317                  1      Y       No                16
## 291       11005                  3      Y       No                14
## 292        6927                  7      Y       No                15
## 293       11781                  1      Y       No                16
## 294       17231                  0      Y       No                18
## 295       17381                  1      Y      Yes                21
## 296       20232                  7      Y      Yes                11
## 297       14074                  1      Y       No                17
## 298       22887                  1      Y      Yes                24
## 299       10322                  0      Y      Yes                22
## 300       24737                  5      Y      Yes                13
## 301        8891                  1      Y       No                14
## 302       11031                  1      Y       No                22
## 303       23737                  5      Y       No                12
## 304       18698                  1      Y       No                19
## 305       26227                  4      Y       No                24
## 306       10778                  0      Y       No                17
## 307       20165                  4      Y       No                18
## 308       22478                  3      Y       No                17
## 309       12992                  3      Y      Yes                14
## 310       15678                  0      Y       No                22
## 311       13008                  9      Y       No                17
## 312       20364                  7      Y       No                15
## 313        4156                  1      Y       No                12
## 314       13983                  2      Y       No                17
## 315       11924                  8      Y       No                14
## 316        8571                  1      Y      Yes                17
## 317       11314                  6      Y       No                18
## 318       14120                  1      Y       No                12
## 319        3567                  3      Y      Yes                12
## 320       21221                  1      Y      Yes                12
## 321        3974                  6      Y       No                20
## 322        7660                  1      Y       No                12
## 323        2373                  9      Y       No                12
## 324       21029                  8      Y      Yes                23
## 325        7060                  1      Y       No                16
## 326       17808                  1      Y       No                19
## 327        3549                  0      Y      Yes                14
## 328       11189                  6      Y      Yes                17
## 329       18115                  1      Y      Yes                16
## 330       16616                  0      Y       No                14
## 331       22384                  4      Y       No                14
## 332       25812                  1      Y       No                11
## 333       11092                  1      Y      Yes                12
## 334        6009                  1      Y       No                11
## 335       21922                  9      Y       No                21
## 336        3129                  1      Y       No                22
## 337       18500                  1      Y       No                11
## 338       22266                  0      Y       No                17
## 339       17251                  3      Y      Yes                14
## 340       19715                  1      Y       No                13
## 341       13072                  9      Y      Yes                14
## 342       14222                  1      Y      Yes                12
## 343       21214                  4      Y       No                15
## 344       22653                  1      Y       No                20
## 345       13192                  8      Y       No                19
## 346       25098                  0      Y       No                12
## 347       15834                  2      Y       No                11
## 348       26767                  1      Y       No                20
## 349        4279                  2      Y       No                13
## 350       20420                  7      Y       No                11
## 351       14842                  9      Y       No                13
## 352       12241                  4      Y       No                11
## 353       21203                  3      Y      Yes                13
## 354        8841                  3      Y      Yes                18
## 355       26458                  0      Y      Yes                13
## 356       15891                  3      Y       No                18
## 357       23300                  1      Y       No                19
## 358       18300                  5      Y       No                16
## 359       10877                  1      Y      Yes                22
## 360       20251                  0      Y       No                11
## 361        5678                  0      Y       No                14
## 362       10642                  1      Y       No                17
## 363       25846                  1      Y       No                15
## 364        5949                  0      Y       No                19
## 365        6992                  4      Y       No                14
## 366       18256                  9      Y       No                11
## 367       22534                  4      Y       No                13
## 368       19345                  0      Y       No                12
## 369       12826                  2      Y       No                16
## 370       10557                  7      Y       No                16
## 371       11275                  1      Y       No                12
## 372        2890                  0      Y       No                11
## 373       20308                  1      Y       No                18
## 374        9953                  1      Y       No                11
## 375       21082                  1      Y       No                11
## 376       24450                  1      Y      Yes                13
## 377        8269                  1      Y       No                16
## 378        2900                  3      Y      Yes                12
## 379       26933                  0      Y      Yes                18
## 380       11539                  4      Y      Yes                11
## 381       16375                  4      Y       No                11
## 382        8916                  1      Y       No                23
## 383       24795                  4      Y       No                11
## 384        9518                  3      Y       No                13
## 385       10332                  9      Y      Yes                12
## 386       16292                  1      Y       No                13
## 387        9096                  1      Y       No                14
## 388       22645                  4      Y       No                12
## 389        7439                  3      Y       No                15
## 390        9150                  1      Y      Yes                11
## 391       13305                  5      Y       No                17
## 392       21436                  7      Y      Yes                19
## 393        3995                  1      Y      Yes                13
## 394        2845                  4      Y       No                19
## 395        9068                  5      Y      Yes                14
## 396        7747                  0      Y      Yes                18
## 397        2288                  6      Y       No                13
## 398        3072                  1      Y       No                15
## 399       26236                  1      Y       No                21
## 400       19719                  5      Y      Yes                18
## 401       24793                  2      Y       No                20
## 402       16439                  2      Y       No                16
## 403        5411                  4      Y       No                12
## 404       22792                  4      Y       No                12
## 405       17852                  1      Y       No                11
## 406        2671                  4      Y      Yes                14
## 407       13402                  1      Y       No                14
## 408        6865                  1      Y       No                14
## 409       22021                  2      Y       No                16
## 410        5200                  6      Y       No                24
## 411        8635                  0      Y       No                21
## 412       15869                  1      Y       No                12
## 413       10227                  4      Y       No                21
## 414       26075                  8      Y       No                13
## 415       12253                  0      Y       No                16
## 416       24442                  2      Y       No                14
## 417        7181                  0      Y       No                14
## 418        7122                  4      Y       No                18
## 419        9961                  1      Y       No                13
## 420       21526                  1      Y       No                18
## 421       17736                  1      Y       No                15
## 422       23866                  3      Y      Yes                15
## 423       20739                  4      Y      Yes                18
## 424       19305                  1      Y       No                15
## 425       24232                  1      Y       No                11
## 426        5268                  5      Y       No                13
## 427        7152                  1      Y       No                13
## 428       10531                  1      Y       No                17
## 429        9571                  0      Y      Yes                14
## 430       23687                  6      Y       No                13
## 431        5242                  1      Y      Yes                11
## 432        8532                  9      Y       No                16
## 433       22710                  3      Y       No                20
## 434       10007                  1      Y       No                13
## 435       20652                  2      Y       No                12
## 436        3415                  1      Y       No                18
## 437       16374                  6      Y       No                17
## 438       20006                  0      Y       No                13
## 439        3810                  1      Y      Yes                14
## 440       19383                  0      Y       No                13
## 441        2338                  4      Y      Yes                14
## 442       25412                  9      Y       No                17
## 443       14935                  2      Y       No                11
## 444        4167                  4      Y      Yes                18
## 445       14218                  7      Y      Yes                17
## 446       10205                  7      Y       No                12
## 447        9867                  7      Y       No                15
## 448        5696                  5      Y       No                18
## 449        5456                  1      Y       No                11
## 450       24162                  1      Y       No                15
## 451       21653                  0      Y      Yes                13
## 452       21158                  1      Y       No                13
## 453       13492                  1      Y      Yes                18
## 454       10410                  1      Y       No                14
## 455       17997                  7      Y       No                11
## 456        4349                  1      Y       No                14
## 457       22589                  1      Y       No                11
## 458        8423                  0      Y      Yes                22
## 459       10494                  2      Y       No                22
## 460       22604                  1      Y       No                16
## 461        9260                  4      Y       No                17
## 462       10950                  2      Y       No                11
## 463        6645                  4      Y       No                11
## 464        6670                  2      Y       No                20
## 465       15587                  9      Y      Yes                16
## 466        4306                  5      Y      Yes                11
## 467       17001                  3      Y      Yes                21
## 468       22002                  3      Y       No                12
## 469       21813                  8      Y       No                18
## 470       26250                  1      Y       No                11
## 471        6073                  1      Y       No                11
## 472       14753                  1      Y      Yes                24
## 473       15067                  4      Y      Yes                14
## 474        9752                  5      Y       No                13
## 475       22482                  1      Y       No                16
## 476       20445                  4      Y      Yes                21
## 477       24558                  4      Y       No                19
## 478        4267                  5      Y       No                12
## 479       17363                  9      Y       No                13
## 480       15471                  1      Y      Yes                25
## 481        6225                  0      Y       No                12
## 482       14871                  3      Y      Yes                19
## 483       26496                  1      Y      Yes                15
## 484       13939                  4      Y      Yes                18
## 485        3465                  1      Y       No                12
## 486       19479                  8      Y      Yes                11
## 487       16019                  1      Y       No                13
## 488       15170                  1      Y       No                17
## 489       19294                  9      Y      Yes                13
## 490        7360                  3      Y       No                11
## 491       25594                  9      Y      Yes                11
## 492       22422                  4      Y      Yes                11
## 493       23413                  9      Y       No                11
## 494       21195                  1      Y       No                19
## 495        6060                  1      Y      Yes                13
## 496        5594                  2      Y       No                14
## 497        9655                  3      Y       No                21
## 498       11411                  1      Y      Yes                12
## 499       16577                  6      Y       No                13
## 500        3987                  6      Y       No                19
## 501       12023                  7      Y      Yes                14
## 502       12947                  5      Y      Yes                14
## 503       11740                  2      Y      Yes                11
## 504       10195                  1      Y       No                11
## 505       26703                  3      Y       No                19
## 506       15624                  3      Y       No                12
## 507        9150                  1      Y      Yes                13
## 508       15395                  2      Y       No                11
## 509        2539                  4      Y       No                17
## 510       16280                  1      Y       No                12
## 511        5982                  1      Y       No                11
## 512        3449                  3      Y       No                21
## 513       17360                  6      Y       No                13
## 514       15146                  1      Y      Yes                12
## 515        2851                  1      Y       No                24
## 516       16321                  5      Y       No                18
## 517       18798                  1      Y      Yes                18
## 518        8952                  8      Y       No                22
## 519       23631                  0      Y       No                12
## 520       10261                  1      Y       No                16
## 521        8306                  1      Y       No                16
## 522        7324                  1      Y      Yes                17
## 523       18787                  2      Y       No                17
## 524        2125                  1      Y      Yes                17
## 525        8456                  3      Y       No                17
## 526       23537                  2      Y       No                12
## 527        6319                  4      Y      Yes                11
## 528       17089                  1      Y      Yes                12
## 529       26278                  1      Y       No                18
## 530        4510                  9      Y      Yes                18
## 531       24608                  0      Y       No                18
## 532       21447                  6      Y       No                13
## 533       23779                  1      Y       No                24
## 534       16542                  5      Y       No                18
## 535        4759                  1      Y      Yes                11
## 536        5228                  4      Y       No                14
## 537       20619                  7      Y       No                16
## 538       24017                  0      Y      Yes                11
## 539       21972                  1      Y      Yes                16
## 540        2253                  7      Y       No                13
## 541       11309                  1      Y       No                13
## 542        6076                  6      Y       No                19
## 543       25326                  1      Y      Yes                15
## 544        7259                  9      Y       No                14
## 545        7530                  1      Y       No                11
## 546       20338                  1      Y       No                12
## 547       22477                  4      Y       No                11
## 548       11983                  6      Y       No                14
## 549       26707                  3      Y       No                17
## 550        8318                  1      Y       No                16
## 551       19562                  1      Y       No                12
## 552       23965                  1      Y       No                13
## 553        4223                  1      Y       No                21
## 554        5543                  4      Y       No                17
## 555       14242                  9      Y       No                14
## 556        3010                  4      Y      Yes                11
## 557       23428                  7      Y       No                11
## 558       22794                  1      Y      Yes                13
## 559       11806                  1      Y       No                13
## 560       20156                  1      Y       No                17
## 561       15062                  4      Y       No                12
## 562       21624                  2      Y      Yes                14
## 563       12086                  9      Y       No                14
## 564       26862                  4      Y       No                20
## 565       24375                  3      Y       No                21
## 566       13422                  6      Y      Yes                12
## 567       19737                  4      Y       No                13
## 568        5323                  1      Y       No                11
## 569        7824                  7      Y       No                17
## 570        4161                  3      Y      Yes                18
## 571       26841                  5      Y       No                21
## 572        8870                  1      Y       No                19
## 573       19255                  1      Y      Yes                12
## 574       22128                  1      Y       No                21
## 575        7428                  1      Y       No                20
## 576        2689                  1      Y       No                18
## 577       11473                  4      Y       No                14
## 578        7973                  3      Y       No                14
## 579        3140                  0      Y       No                13
## 580        4204                  1      Y      Yes                11
## 581        9075                  3      Y       No                11
## 582       15901                  2      Y       No                14
## 583       24539                  3      Y      Yes                16
## 584        3698                  1      Y      Yes                20
## 585       19121                  2      Y      Yes                13
## 586       16523                  8      Y      Yes                15
## 587       15717                  7      Y      Yes                12
## 588        6986                  7      Y       No                23
## 589       19106                  4      Y       No                18
## 590       16002                  3      Y      Yes                15
## 591       10293                  1      Y      Yes                14
## 592        7815                  0      Y      Yes                23
## 593       15747                  3      Y       No                15
## 594       22102                  1      Y       No                14
## 595       25800                  1      Y       No                13
## 596       21816                  1      Y       No                22
## 597        9129                  3      Y       No                16
## 598       13436                  6      Y       No                22
## 599        5174                  1      Y      Yes                20
## 600        3020                  2      Y      Yes                16
## 601        7103                  1      Y       No                13
## 602       25174                  4      Y       No                14
## 603       17802                  0      Y      Yes                12
## 604       26342                  1      Y       No                13
## 605       14630                  1      Y       No                13
## 606       13514                  3      Y       No                19
## 607       24668                  7      Y       No                11
## 608       19191                  1      Y      Yes                24
## 609       23577                  0      Y       No                12
## 610       21437                  0      Y       No                19
## 611       10846                  0      Y       No                12
## 612        2112                  2      Y      Yes                17
## 613       21509                  7      Y       No                20
## 614        9947                  1      Y      Yes                13
## 615        9977                  5      Y       No                11
## 616       11912                  1      Y       No                14
## 617        8192                  8      Y       No                11
## 618        4009                  5      Y      Yes                21
## 619       21457                  4      Y       No                15
## 620       16900                  1      Y       No                18
## 621       19783                  1      Y      Yes                18
## 622        6759                  1      Y      Yes                19
## 623       13551                  2      Y       No                16
## 624       16642                  1      Y      Yes                16
## 625        5355                  7      Y       No                11
## 626        3208                  1      Y       No                11
## 627       15211                  1      Y      Yes                12
## 628       15682                  0      Y      Yes                14
## 629       15813                  3      Y       No                18
## 630       17654                  1      Y       No                14
## 631        7975                  8      Y       No                20
## 632        6770                  1      Y       No                21
## 633        4981                  8      Y      Yes                12
## 634        2561                  5      Y       No                22
## 635        9262                  8      Y       No                16
## 636       26537                  1      Y       No                13
## 637       14399                  0      Y       No                17
## 638       22914                  1      Y       No                18
## 639       21630                  1      Y      Yes                11
## 640       16346                  0      Y       No                11
## 641       13335                  1      Y       No                22
## 642       10748                  2      Y       No                12
## 643       17323                  7      Y       No                15
## 644       14460                  1      Y      Yes                23
## 645       20293                  6      Y       No                17
## 646        8552                  7      Y       No                11
## 647       13556                  1      Y       No                12
## 648        6217                  1      Y       No                15
## 649       23016                  0      Y       No                14
## 650        3339                  3      Y      Yes                14
## 651       21731                  1      Y       No                19
## 652       10893                  0      Y      Yes                18
## 653       13782                  9      Y       No                17
## 654       23978                  3      Y       No                21
## 655        9129                  5      Y       No                16
## 656       22722                  1      Y      Yes                13
## 657       15736                  5      Y       No                16
## 658       24456                  3      Y       No                20
## 659       10110                  6      Y      Yes                15
## 660       22656                  1      Y       No                13
## 661       21146                  1      Y       No                15
## 662        8416                  3      Y       No                12
## 663        5596                  4      Y      Yes                12
## 664        9541                  1      Y       No                20
## 665       10034                  0      Y       No                20
## 666       23060                  8      Y      Yes                12
## 667        6599                  1      Y       No                14
## 668        6705                  7      Y       No                13
## 669       22845                  1      Y       No                18
## 670       23474                  3      Y       No                14
## 671       25258                  4      Y       No                13
## 672        3921                  1      Y       No                14
## 673       11827                  0      Y       No                14
## 674       16612                  1      Y      Yes                19
## 675       22490                  7      Y       No                17
## 676        9946                  2      Y       No                14
## 677       23361                  0      Y       No                15
## 678       26849                  1      Y       No                11
## 679        9192                  7      Y       No                13
## 680       11737                  3      Y       No                15
## 681       18154                  1      Y       No                12
## 682       15238                  7      Y       No                20
## 683        7419                  6      Y       No                14
## 684       23402                  3      Y      Yes                16
## 685        6672                  1      Y       No                11
## 686       14394                  1      Y       No                25
## 687       22930                  0      Y      Yes                12
## 688       13248                  6      Y       No                21
## 689        9241                  1      Y       No                22
## 690        7129                  5      Y       No                13
## 691       14814                  3      Y       No                11
## 692       10268                  1      Y      Yes                12
## 693       17078                  3      Y       No                23
## 694        3427                  9      Y      Yes                23
## 695        7677                  1      Y       No                14
## 696       13137                  1      Y      Yes                18
## 697        5602                  2      Y       No                25
## 698        9945                  8      Y       No                16
## 699       18420                  1      Y      Yes                12
## 700       10849                  5      Y       No                11
## 701       15434                  1      Y       No                11
## 702        5829                  1      Y       No                20
## 703       13755                  4      Y      Yes                11
## 704        6889                  0      Y      Yes                11
## 705       25657                  8      Y       No                17
## 706       13430                  7      Y       No                14
## 707       15696                  4      Y       No                15
## 708       24609                  9      Y       No                18
## 709       16376                  1      Y       No                11
## 710        4544                  1      Y       No                11
## 711       25927                  1      Y      Yes                23
## 712       22102                  3      Y       No                12
## 713       16620                  5      Y       No                11
## 714        7246                  4      Y       No                11
## 715       14229                  1      Y       No                15
## 716       11585                  1      Y       No                11
## 717        2706                  1      Y       No                18
## 718        7909                  3      Y       No                13
## 719       10414                  3      Y      Yes                24
## 720        8039                  0      Y       No                17
## 721        9606                  1      Y       No                15
## 722       26493                  3      Y       No                17
## 723       20284                  5      Y       No                14
## 724       15669                  0      Y       No                11
## 725       13624                  4      Y       No                13
## 726        7505                  0      Y       No                12
## 727       21222                  5      Y       No                15
## 728        5972                  1      Y      Yes                17
## 729       23213                  1      Y      Yes                18
## 730       19299                  0      Y       No                14
## 731       23814                  4      Y       No                21
## 732       17778                  4      Y      Yes                18
## 733       19555                  1      Y       No                12
## 734       23914                  8      Y       No                12
## 735       22061                  1      Y       No                13
## 736       26997                  0      Y       No                14
## 737        8828                  0      Y       No                11
## 738       16490                  5      Y       No                17
## 739        6179                  1      Y       No                16
## 740       14004                  4      Y       No                14
## 741       24835                  2      Y       No                18
## 742       25291                  9      Y       No                21
## 743        3031                  1      Y       No                17
## 744       12862                  1      Y       No                13
## 745       13684                  0      Y      Yes                22
## 746       10036                  0      Y       No                14
## 747        3157                  4      Y      Yes                15
## 748       25755                  0      Y       No                20
## 749        3622                  1      Y       No                13
## 750       10515                  0      Y       No                14
## 751       17205                  1      Y      Yes                14
## 752        8319                  1      Y      Yes                11
## 753       20689                  2      Y      Yes                15
## 754       14011                  5      Y       No                21
## 755       24001                  9      Y       No                12
## 756        2104                  2      Y       No                14
## 757       19170                  1      Y      Yes                25
## 758       21534                  2      Y       No                14
## 759       26176                  7      Y       No                19
## 760        2493                  2      Y      Yes                16
## 761       11479                  6      Y      Yes                20
## 762       12982                  1      Y      Yes                11
## 763       22074                  1      Y       No                13
## 764       24920                  0      Y       No                12
## 765        2243                  0      Y       No                19
## 766       23447                  1      Y      Yes                14
## 767       18863                  1      Y       No                13
## 768       11373                  3      Y       No                15
## 769       17433                  2      Y       No                11
## 770       17970                  1      Y       No                13
## 771        4317                  3      Y       No                14
## 772        2137                  1      Y       No                25
## 773        6420                  0      Y       No                25
## 774       21777                  0      Y      Yes                17
## 775       18611                  2      Y      Yes                14
## 776       19630                  1      Y       No                18
## 777       15428                  0      Y       No                21
## 778       14947                  1      Y       No                12
## 779       11925                  1      Y       No                20
## 780       26124                  9      Y      Yes                14
## 781       21728                  1      Y      Yes                22
## 782       20978                  1      Y       No                11
## 783       22650                  3      Y      Yes                11
## 784        4905                  1      Y       No                12
## 785        3536                  7      Y       No                11
## 786        8847                  3      Y       No                11
## 787       22984                  2      Y       No                11
## 788       17747                  2      Y       No                15
## 789       19805                  8      Y       No                12
## 790       18830                  1      Y       No                18
## 791       23070                  4      Y       No                25
## 792        5711                  2      Y       No                15
## 793       14199                  3      Y      Yes                19
## 794        8202                  1      Y       No                13
## 795       23793                  1      Y      Yes                15
## 796        3164                  1      Y      Yes                11
## 797        7501                  0      Y      Yes                14
## 798       15999                  1      Y      Yes                17
## 799        6148                  1      Y      Yes                25
## 800       26308                  6      Y       No                20
## 801        3193                  2      Y       No                19
## 802        8346                  4      Y      Yes                13
## 803        5355                  1      Y      Yes                14
## 804       10333                  0      Y      Yes                22
## 805       25043                  4      Y       No                12
## 806       25949                  7      Y      Yes                13
## 807       12477                  2      Y       No                11
## 808       11992                  1      Y       No                24
## 809        3811                  1      Y       No                12
## 810       13364                  0      Y      Yes                16
## 811       11012                  1      Y       No                11
## 812        4910                  4      Y       No                11
## 813        5915                  1      Y      Yes                12
## 814        5220                  3      Y       No                11
## 815       12102                  0      Y       No                19
## 816        6311                  0      Y       No                13
## 817       20234                  5      Y      Yes                24
## 818       25995                  0      Y       No                11
## 819       11162                  0      Y       No                13
## 820       23352                  3      Y      Yes                11
## 821       18783                  3      Y       No                17
## 822       10732                  2      Y       No                14
## 823        8978                  1      Y       No                21
## 824        6233                  1      Y       No                12
## 825       12421                  9      Y      Yes                12
## 826       21445                  9      Y       No                17
## 827       19002                  2      Y       No                13
## 828        6039                  0      Y      Yes                12
## 829       15963                  4      Y       No                14
## 830        7999                  1      Y       No                11
## 831       14039                  1      Y      Yes                15
## 832       26820                  1      Y      Yes                19
## 833       12449                  1      Y       No                12
## 834        7172                  1      Y       No                25
## 835       25592                  1      Y      Yes                15
## 836       24666                  1      Y       No                13
## 837        5182                  7      Y      Yes                15
## 838       19921                  1      Y       No                12
## 839       19271                  8      Y      Yes                12
## 840       13583                  4      Y       No                12
## 841       25233                  1      Y       No                13
## 842        9769                  1      Y       No                13
## 843       19028                  3      Y       No                22
## 844        5494                  0      Y       No                11
## 845       25353                  5      Y       No                12
## 846       13535                  1      Y       No                12
## 847       16102                  1      Y       No                14
## 848       10942                  0      Y       No                17
## 849        6110                  2      Y      Yes                12
## 850        7102                  0      Y       No                18
## 851       24788                  3      Y      Yes                11
## 852       16117                  1      Y       No                13
## 853       12682                  0      Y      Yes                12
## 854        4824                  0      Y       No                19
## 855       25388                  0      Y      Yes                11
## 856       16192                  1      Y       No                13
## 857        8556                  5      Y      Yes                11
## 858       14034                  1      Y       No                24
## 859        6961                  2      Y       No                21
## 860       14075                  1      Y       No                11
## 861        4257                  0      Y       No                14
## 862       20364                  3      Y       No                14
## 863        4652                  8      Y      Yes                13
## 864       10225                  9      Y      Yes                12
## 865       14720                  4      Y      Yes                18
## 866       18706                  1      Y       No                11
## 867       12069                  0      Y       No                18
## 868       24200                  3      Y      Yes                17
## 869       20100                  4      Y      Yes                19
## 870       15986                  5      Y       No                11
##     PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                   3                        3            80                1
## 2                   3                        1            80                0
## 3                   3                        3            80                0
## 4                   3                        3            80                2
## 5                   3                        3            80                0
## 6                   4                        3            80                2
## 7                   3                        1            80                0
## 8                   3                        3            80                3
## 9                   3                        4            80                1
## 10                  3                        2            80                1
## 11                  3                        4            80                0
## 12                  3                        2            80                1
## 13                  4                        2            80                0
## 14                  3                        1            80                1
## 15                  3                        3            80                0
## 16                  3                        4            80                1
## 17                  3                        3            80                1
## 18                  3                        3            80                0
## 19                  3                        1            80                3
## 20                  3                        4            80                1
## 21                  3                        3            80                1
## 22                  3                        4            80                0
## 23                  3                        2            80                1
## 24                  3                        4            80                0
## 25                  3                        1            80                0
## 26                  3                        3            80                1
## 27                  3                        4            80                1
## 28                  3                        1            80                0
## 29                  3                        2            80                0
## 30                  3                        1            80                1
## 31                  3                        4            80                3
## 32                  3                        4            80                3
## 33                  3                        2            80                1
## 34                  3                        2            80                1
## 35                  4                        2            80                0
## 36                  4                        3            80                0
## 37                  3                        3            80                0
## 38                  3                        2            80                3
## 39                  3                        1            80                0
## 40                  3                        1            80                1
## 41                  4                        4            80                1
## 42                  3                        1            80                0
## 43                  3                        2            80                1
## 44                  4                        4            80                0
## 45                  4                        4            80                1
## 46                  3                        3            80                0
## 47                  3                        2            80                0
## 48                  3                        2            80                2
## 49                  3                        4            80                0
## 50                  3                        4            80                1
## 51                  3                        4            80                0
## 52                  4                        3            80                1
## 53                  3                        4            80                1
## 54                  3                        2            80                0
## 55                  4                        4            80                0
## 56                  4                        2            80                2
## 57                  3                        4            80                0
## 58                  3                        4            80                0
## 59                  3                        1            80                2
## 60                  3                        4            80                0
## 61                  3                        1            80                1
## 62                  3                        1            80                0
## 63                  3                        3            80                1
## 64                  3                        3            80                0
## 65                  3                        1            80                1
## 66                  3                        4            80                2
## 67                  3                        2            80                0
## 68                  3                        3            80                0
## 69                  3                        4            80                1
## 70                  3                        2            80                0
## 71                  4                        1            80                1
## 72                  3                        4            80                0
## 73                  3                        1            80                0
## 74                  3                        1            80                1
## 75                  3                        3            80                0
## 76                  4                        4            80                0
## 77                  3                        4            80                0
## 78                  3                        2            80                0
## 79                  3                        4            80                0
## 80                  3                        3            80                3
## 81                  3                        1            80                0
## 82                  3                        2            80                1
## 83                  3                        4            80                1
## 84                  3                        1            80                2
## 85                  3                        4            80                0
## 86                  3                        1            80                0
## 87                  3                        4            80                0
## 88                  4                        4            80                1
## 89                  3                        4            80                0
## 90                  3                        4            80                0
## 91                  4                        3            80                1
## 92                  3                        1            80                1
## 93                  3                        2            80                0
## 94                  3                        3            80                0
## 95                  3                        2            80                0
## 96                  4                        3            80                0
## 97                  3                        4            80                1
## 98                  3                        4            80                1
## 99                  3                        3            80                3
## 100                 3                        1            80                1
## 101                 3                        2            80                0
## 102                 3                        1            80                1
## 103                 3                        1            80                1
## 104                 3                        1            80                1
## 105                 3                        2            80                0
## 106                 4                        2            80                1
## 107                 3                        1            80                1
## 108                 3                        1            80                1
## 109                 4                        4            80                1
## 110                 3                        4            80                0
## 111                 3                        4            80                1
## 112                 3                        2            80                1
## 113                 3                        4            80                0
## 114                 3                        1            80                1
## 115                 3                        4            80                3
## 116                 3                        4            80                0
## 117                 3                        2            80                0
## 118                 3                        1            80                1
## 119                 3                        1            80                1
## 120                 3                        4            80                0
## 121                 3                        1            80                1
## 122                 3                        4            80                0
## 123                 3                        3            80                1
## 124                 4                        1            80                0
## 125                 3                        1            80                0
## 126                 3                        4            80                0
## 127                 4                        2            80                0
## 128                 3                        4            80                2
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##     TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                   8                     3               2              5
## 2                  21                     2               4             20
## 3                  10                     2               3              2
## 4                  14                     3               3             14
## 5                   6                     2               3              6
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noAttritionDataframe
##       ID Age    BusinessTravel DailyRate             Department
## 1   1171  35     Travel_Rarely       750 Research & Development
## 2   1172  33     Travel_Rarely       147        Human Resources
## 3   1173  26     Travel_Rarely      1330 Research & Development
## 4   1174  55     Travel_Rarely      1311 Research & Development
## 5   1175  29     Travel_Rarely      1246                  Sales
## 6   1176  51 Travel_Frequently      1456 Research & Development
## 7   1177  52        Non-Travel       585                  Sales
## 8   1178  39     Travel_Rarely      1387 Research & Development
## 9   1179  31     Travel_Rarely      1062 Research & Development
## 10  1180  31 Travel_Frequently       534 Research & Development
## 11  1181  40 Travel_Frequently      1469 Research & Development
## 12  1182  31     Travel_Rarely      1082 Research & Development
## 13  1183  33        Non-Travel       775 Research & Development
## 14  1184  50     Travel_Rarely       691 Research & Development
## 15  1185  33     Travel_Rarely       516 Research & Development
## 16  1186  42        Non-Travel       335 Research & Development
## 17  1187  33     Travel_Rarely       575 Research & Development
## 18  1188  29     Travel_Rarely       694 Research & Development
## 19  1189  55     Travel_Rarely       436                  Sales
## 20  1190  49     Travel_Rarely      1184                  Sales
## 21  1191  32     Travel_Rarely       267 Research & Development
## 22  1192  50     Travel_Rarely      1126 Research & Development
## 23  1193  54     Travel_Rarely       157 Research & Development
## 24  1194  24 Travel_Frequently       897        Human Resources
## 25  1195  45     Travel_Rarely      1038 Research & Development
## 26  1196  36        Non-Travel       635                  Sales
## 27  1197  41        Non-Travel       552        Human Resources
## 28  1198  21     Travel_Rarely      1343                  Sales
## 29  1199  36     Travel_Rarely       335                  Sales
## 30  1200  30 Travel_Frequently       109 Research & Development
## 31  1201  35 Travel_Frequently       146 Research & Development
## 32  1202  46     Travel_Rarely       717 Research & Development
## 33  1203  39     Travel_Rarely       903                  Sales
## 34  1204  35     Travel_Rarely       185 Research & Development
## 35  1205  21     Travel_Rarely      1334 Research & Development
## 36  1206  30     Travel_Rarely      1358                  Sales
## 37  1207  42 Travel_Frequently       555                  Sales
## 38  1208  45 Travel_Frequently      1297 Research & Development
## 39  1209  39 Travel_Frequently       672 Research & Development
## 40  1210  48     Travel_Rarely       715 Research & Development
## 41  1211  38     Travel_Rarely       364 Research & Development
## 42  1212  21     Travel_Rarely       546 Research & Development
## 43  1213  55     Travel_Rarely       836 Research & Development
## 44  1214  59     Travel_Rarely      1429 Research & Development
## 45  1215  58     Travel_Rarely      1145 Research & Development
## 46  1216  49 Travel_Frequently      1064 Research & Development
## 47  1217  52     Travel_Rarely      1490 Research & Development
## 48  1218  37     Travel_Rarely       589                  Sales
## 49  1219  37        Non-Travel      1413 Research & Development
## 50  1220  26 Travel_Frequently       921 Research & Development
## 51  1221  52     Travel_Rarely       621                  Sales
## 52  1222  33 Travel_Frequently      1392 Research & Development
## 53  1223  32        Non-Travel       300 Research & Development
## 54  1224  51     Travel_Rarely      1178                  Sales
## 55  1225  39     Travel_Rarely      1329                  Sales
## 56  1226  39 Travel_Frequently      1218 Research & Development
## 57  1227  33     Travel_Rarely       527 Research & Development
## 58  1228  30        Non-Travel      1400 Research & Development
## 59  1229  30     Travel_Rarely       979                  Sales
## 60  1230  44     Travel_Rarely       986 Research & Development
## 61  1231  40     Travel_Rarely      1398                  Sales
## 62  1232  31     Travel_Rarely       741 Research & Development
## 63  1233  20     Travel_Rarely      1097 Research & Development
## 64  1234  42 Travel_Frequently       481                  Sales
## 65  1235  32     Travel_Rarely       495 Research & Development
## 66  1236  33     Travel_Rarely       118                  Sales
## 67  1237  53     Travel_Rarely       102 Research & Development
## 68  1238  33 Travel_Frequently      1111                  Sales
## 69  1239  24 Travel_Frequently       535                  Sales
## 70  1240  42     Travel_Rarely       603 Research & Development
## 71  1241  35     Travel_Rarely       755 Research & Development
## 72  1242  44     Travel_Rarely       200 Research & Development
## 73  1243  54     Travel_Rarely       376 Research & Development
## 74  1244  37     Travel_Rarely       783 Research & Development
## 75  1245  43 Travel_Frequently       422 Research & Development
## 76  1246  28     Travel_Rarely       640 Research & Development
## 77  1247  57     Travel_Rarely       593 Research & Development
## 78  1248  30 Travel_Frequently      1312 Research & Development
## 79  1249  36 Travel_Frequently       469 Research & Development
## 80  1250  36     Travel_Rarely      1041        Human Resources
## 81  1251  34     Travel_Rarely       285 Research & Development
## 82  1252  34     Travel_Rarely       216                  Sales
## 83  1253  41     Travel_Rarely      1411 Research & Development
## 84  1254  34 Travel_Frequently       648        Human Resources
## 85  1255  55     Travel_Rarely       147 Research & Development
## 86  1256  52 Travel_Frequently       322 Research & Development
## 87  1257  34     Travel_Rarely       419 Research & Development
## 88  1258  52        Non-Travel       771                  Sales
## 89  1259  49     Travel_Rarely      1261 Research & Development
## 90  1260  26     Travel_Rarely      1146                  Sales
## 91  1261  44     Travel_Rarely       921 Research & Development
## 92  1262  39        Non-Travel       792 Research & Development
## 93  1263  27     Travel_Rarely      1054 Research & Development
## 94  1264  50 Travel_Frequently      1115 Research & Development
## 95  1265  40     Travel_Rarely       118                  Sales
## 96  1266  39 Travel_Frequently       766                  Sales
## 97  1267  60     Travel_Rarely       370 Research & Development
## 98  1268  39     Travel_Rarely       867 Research & Development
## 99  1269  29     Travel_Rarely       992 Research & Development
## 100 1270  31     Travel_Rarely       202 Research & Development
## 101 1271  41     Travel_Rarely       896                  Sales
## 102 1272  30        Non-Travel       829 Research & Development
## 103 1273  25     Travel_Rarely      1219 Research & Development
## 104 1274  53     Travel_Rarely      1070 Research & Development
## 105 1275  30 Travel_Frequently       448                  Sales
## 106 1276  26     Travel_Rarely      1066 Research & Development
## 107 1277  36 Travel_Frequently      1302 Research & Development
## 108 1278  31     Travel_Rarely      1079                  Sales
## 109 1279  37     Travel_Rarely       807        Human Resources
## 110 1280  54        Non-Travel       142        Human Resources
## 111 1281  35 Travel_Frequently       662                  Sales
## 112 1282  35     Travel_Rarely      1296 Research & Development
## 113 1283  37     Travel_Rarely       367 Research & Development
## 114 1284  38     Travel_Rarely      1084 Research & Development
## 115 1285  58     Travel_Rarely       605                  Sales
## 116 1286  43 Travel_Frequently       775                  Sales
## 117 1287  30     Travel_Rarely      1465 Research & Development
## 118 1288  29     Travel_Rarely       121                  Sales
## 119 1289  24        Non-Travel      1092 Research & Development
## 120 1290  58     Travel_Rarely       682                  Sales
## 121 1291  38     Travel_Rarely      1321                  Sales
## 122 1292  52     Travel_Rarely       319 Research & Development
## 123 1293  50     Travel_Rarely       264                  Sales
## 124 1294  36 Travel_Frequently       884 Research & Development
## 125 1295  36 Travel_Frequently       607                  Sales
## 126 1296  53     Travel_Rarely       868                  Sales
## 127 1297  29     Travel_Rarely      1396                  Sales
## 128 1298  50     Travel_Rarely      1099 Research & Development
## 129 1299  54     Travel_Rarely       821 Research & Development
## 130 1300  36        Non-Travel       894 Research & Development
## 131 1301  56     Travel_Rarely       310 Research & Development
## 132 1302  44     Travel_Rarely       136 Research & Development
## 133 1303  49     Travel_Rarely      1091 Research & Development
## 134 1304  32     Travel_Rarely       414                  Sales
## 135 1305  55     Travel_Rarely       111                  Sales
## 136 1306  35     Travel_Rarely      1315 Research & Development
## 137 1307  36     Travel_Rarely      1425 Research & Development
## 138 1308  42     Travel_Rarely      1210 Research & Development
## 139 1309  27        Non-Travel      1277 Research & Development
## 140 1310  46        Non-Travel       849                  Sales
## 141 1311  45     Travel_Rarely       194 Research & Development
## 142 1312  42 Travel_Frequently       570 Research & Development
## 143 1313  40     Travel_Rarely       448 Research & Development
## 144 1314  32     Travel_Rarely       120 Research & Development
## 145 1315  45     Travel_Rarely       538 Research & Development
## 146 1316  41 Travel_Frequently       143                  Sales
## 147 1317  42     Travel_Rarely       188 Research & Development
## 148 1318  31 Travel_Frequently       667                  Sales
## 149 1319  28     Travel_Rarely      1117 Research & Development
## 150 1320  55     Travel_Rarely       685                  Sales
## 151 1321  33     Travel_Rarely       832 Research & Development
## 152 1322  53     Travel_Rarely       346 Research & Development
## 153 1323  40 Travel_Frequently       530 Research & Development
## 154 1324  30     Travel_Rarely      1092 Research & Development
## 155 1325  40     Travel_Rarely       804 Research & Development
## 156 1326  31     Travel_Rarely       329 Research & Development
## 157 1327  34        Non-Travel       999 Research & Development
## 158 1328  40     Travel_Rarely       299                  Sales
## 159 1329  21     Travel_Rarely       391 Research & Development
## 160 1330  35        Non-Travel      1097 Research & Development
## 161 1331  40     Travel_Rarely       369 Research & Development
## 162 1332  28     Travel_Rarely      1083 Research & Development
## 163 1333  34     Travel_Rarely       699 Research & Development
## 164 1334  29     Travel_Rarely       806 Research & Development
## 165 1335  42     Travel_Rarely      1265 Research & Development
## 166 1336  29     Travel_Rarely      1283 Research & Development
## 167 1337  51 Travel_Frequently       237                  Sales
## 168 1338  27        Non-Travel       210                  Sales
## 169 1339  50     Travel_Rarely      1207 Research & Development
## 170 1340  35     Travel_Rarely       195                  Sales
## 171 1341  25     Travel_Rarely       180 Research & Development
## 172 1342  44     Travel_Rarely       935 Research & Development
## 173 1343  27     Travel_Rarely       975 Research & Development
## 174 1344  38     Travel_Rarely      1380 Research & Development
## 175 1345  27     Travel_Rarely      1469 Research & Development
## 176 1346  49 Travel_Frequently       279 Research & Development
## 177 1347  49     Travel_Rarely      1418 Research & Development
## 178 1348  35     Travel_Rarely      1349 Research & Development
## 179 1349  44     Travel_Rarely      1315 Research & Development
## 180 1350  44     Travel_Rarely      1448                  Sales
## 181 1351  26 Travel_Frequently       575 Research & Development
## 182 1352  43     Travel_Rarely      1273 Research & Development
## 183 1353  50     Travel_Rarely       328 Research & Development
## 184 1354  41     Travel_Rarely       930                  Sales
## 185 1355  43     Travel_Rarely       982 Research & Development
## 186 1356  53     Travel_Rarely       238                  Sales
## 187 1357  45     Travel_Rarely      1005 Research & Development
## 188 1358  20     Travel_Rarely       805 Research & Development
## 189 1359  54 Travel_Frequently       966 Research & Development
## 190 1360  39     Travel_Rarely       524 Research & Development
## 191 1361  30     Travel_Rarely      1334                  Sales
## 192 1362  39     Travel_Rarely       170 Research & Development
## 193 1363  35     Travel_Rarely       819 Research & Development
## 194 1364  38 Travel_Frequently      1186 Research & Development
## 195 1365  25     Travel_Rarely       622                  Sales
## 196 1366  29     Travel_Rarely       738 Research & Development
## 197 1367  34 Travel_Frequently       988        Human Resources
## 198 1368  31        Non-Travel       979 Research & Development
## 199 1369  51     Travel_Rarely       770        Human Resources
## 200 1370  54     Travel_Rarely       155 Research & Development
## 201 1371  41 Travel_Frequently       840 Research & Development
## 202 1372  28     Travel_Rarely      1181 Research & Development
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## 131                       4   Male         72              3        1
## 132                       4   Male         32              3        4
## 133                       3 Female         90              2        4
## 134                       3   Male         82              2        2
## 135                       1   Male         70              3        3
## 136                       2 Female         71              4        3
## 137                       3   Male         68              3        2
## 138                       3   Male         68              2        1
## 139                       1   Male         87              1        1
## 140                       2   Male         98              2        2
## 141                       2   Male         60              3        2
## 142                       2   Male         66              3        5
## 143                       3 Female         84              3        3
## 144                       3   Male         43              3        1
## 145                       1   Male         66              3        3
## 146                       1   Male         56              3        2
## 147                       2   Male         56              1        2
## 148                       2 Female         50              1        1
## 149                       4 Female         66              3        1
## 150                       3   Male         60              2        5
## 151                       3 Female         63              2        1
## 152                       4   Male         86              3        2
## 153                       3   Male         78              2        4
## 154                       1 Female         64              3        3
## 155                       4 Female         86              2        1
## 156                       4   Male         98              2        1
## 157                       1 Female         92              2        1
## 158                       4   Male         57              2        3
## 159                       3   Male         96              3        1
## 160                       3   Male         79              2        3
## 161                       2 Female         92              3        2
## 162                       3   Male         96              1        2
## 163                       2   Male         83              3        1
## 164                       2 Female         39              3        1
## 165                       3 Female         95              4        2
## 166                       4   Male         54              3        1
## 167                       4   Male         83              3        5
## 168                       3   Male         73              3        2
## 169                       4   Male         74              4        1
## 170                       1 Female         80              3        2
## 171                       1   Male         65              4        1
## 172                       1   Male         89              3        1
## 173                       4 Female         55              2        2
## 174                       3 Female         75              3        1
## 175                       4   Male         82              3        1
## 176                       3   Male         61              2        2
## 177                       3 Female         36              3        1
## 178                       3   Male         63              2        1
## 179                       4   Male         35              3        5
## 180                       4 Female         53              4        4
## 181                       1 Female         71              1        1
## 182                       4 Female         72              4        1
## 183                       3   Male         86              2        1
## 184                       3   Male         57              2        2
## 185                       1   Male         59              2        4
## 186                       4 Female         34              3        2
## 187                       4 Female         48              2        4
## 188                       1   Male         87              2        1
## 189                       4 Female         53              3        3
## 190                       1   Male         32              3        2
## 191                       3 Female         63              2        2
## 192                       3   Male         76              2        2
## 193                       2   Male         48              4        2
## 194                       3   Male         44              3        1
## 195                       2   Male         40              3        1
## 196                       2   Male         30              2        1
## 197                       2 Female         43              3        3
## 198                       3   Male         90              1        2
## 199                       3   Male         84              3        4
## 200                       1 Female         67              3        2
## 201                       1   Male         64              3        5
## 202                       3   Male         82              3        1
## 203                       3 Female         96              3        1
## 204                       3 Female         77              1        3
## 205                       1 Female         60              2        4
## 206                       3 Female         95              3        1
## 207                       2   Male         92              3        2
## 208                       4 Female         62              3        2
## 209                       2 Female         90              3        2
## 210                       4 Female         68              3        5
## 211                       3   Male         73              3        1
## 212                       4   Male         75              3        2
## 213                       1 Female         75              4        2
## 214                       3 Female         91              4        2
## 215                       2 Female         95              3        1
## 216                       2   Male         55              3        1
## 217                       3   Male         91              4        1
## 218                       4   Male         98              3        2
## 219                       3   Male         83              3        1
## 220                       1   Male         78              3        2
## 221                       4 Female         30              2        2
## 222                       4   Male         83              3        1
## 223                       3   Male         58              3        5
## 224                       1   Male         51              3        5
## 225                       4   Male         33              2        2
## 226                       4   Male         72              3        3
## 227                       3   Male         87              3        2
## 228                       3   Male         80              3        2
## 229                       2   Male         57              1        2
## 230                       4 Female         95              3        1
## 231                       1 Female         69              3        1
## 232                       3   Male         98              3        2
## 233                       3   Male         92              4        5
## 234                       4   Male         46              1        1
## 235                       1   Male         63              3        2
## 236                       4 Female         40              4        1
## 237                       3   Male         78              3        1
## 238                       3 Female         39              1        2
## 239                       4   Male         81              3        5
## 240                       1 Female         83              3        4
## 241                       4   Male         63              3        1
## 242                       2   Male         65              3        1
## 243                       2   Male         62              3        5
## 244                       1 Female         99              3        2
## 245                       2 Female         54              3        2
## 246                       3 Female         84              4        2
## 247                       2   Male         94              3        1
## 248                       3 Female         71              3        1
## 249                       3 Female        100              4        3
## 250                       3   Male         66              3        1
## 251                       1   Male         55              2        1
## 252                       2 Female         55              1        5
## 253                       2   Male         73              2        5
## 254                       4   Male         50              3        1
## 255                       1   Male         52              3        4
## 256                       4   Male        100              2        3
## 257                       1   Male         77              4        2
## 258                       3 Female         72              3        2
## 259                       4   Male         48              2        2
## 260                       1   Male         98              3        4
## 261                       2   Male         81              4        4
## 262                       4 Female         57              3        3
## 263                       4   Male         38              3        4
## 264                       2   Male         94              3        2
## 265                       1 Female         96              4        2
## 266                       4   Male         97              3        1
## 267                       2   Male         48              4        3
## 268                       1   Male         66              4        2
## 269                       1 Female         54              2        1
## 270                       3 Female         57              3        3
## 271                       2 Female         77              1        2
## 272                       3   Male         63              4        1
## 273                       2   Male         74              3        2
## 274                       3 Female         90              4        1
## 275                       1   Male         52              2        1
## 276                       4   Male         59              3        1
## 277                       3   Male         52              2        2
## 278                       1   Male         30              3        3
## 279                       4   Male         80              1        3
## 280                       2 Female         59              3        1
## 281                       3   Male         32              2        1
## 282                       2   Male         76              1        1
## 283                       3 Female         41              2        3
## 284                       1 Female         63              3        1
## 285                       1 Female         51              3        2
## 286                       4   Male         93              2        1
## 287                       2 Female         57              1        1
## 288                       3 Female         85              3        1
## 289                       4   Male         43              3        1
## 290                       1   Male         69              3        1
## 291                       4   Male         50              3        2
## 292                       4 Female         82              3        1
## 293                       2   Male         48              2        1
## 294                       4   Male         63              2        2
## 295                       1 Female         89              3        1
## 296                       3   Male         79              3        1
## 297                       2   Male         87              3        2
## 298                       1   Male         48              1        1
## 299                       3   Male         70              4        5
## 300                       3 Female         35              3        2
##                       JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1       Laboratory Technician               3       Married          3407
## 2             Human Resources               3       Married          3600
## 3       Laboratory Technician               3      Divorced          2377
## 4                     Manager               4        Single         16659
## 5             Sales Executive               3      Divorced          8620
## 6   Healthcare Representative               1        Single          7484
## 7        Sales Representative               4      Divorced          3482
## 8      Manufacturing Director               1       Married          5377
## 9   Healthcare Representative               1        Single          6812
## 10  Healthcare Representative               3       Married          9824
## 11         Research Scientist               2      Divorced          3617
## 12         Research Scientist               2        Single          2501
## 13         Research Scientist               2      Divorced          3055
## 14          Research Director               3       Married         17639
## 15  Healthcare Representative               3        Single          6388
## 16         Research Scientist               3        Single          4332
## 17     Manufacturing Director               2        Single          4320
## 18          Research Director               4      Divorced         16124
## 19            Sales Executive               4        Single          5160
## 20            Sales Executive               4       Married          7654
## 21      Laboratory Technician               2        Single          2837
## 22          Research Director               4      Divorced         17399
## 23     Manufacturing Director               1        Single          4440
## 24            Human Resources               4       Married          2145
## 25  Healthcare Representative               1      Divorced         10851
## 26            Sales Executive               4        Single          9980
## 27            Human Resources               2       Married          6430
## 28       Sales Representative               3        Single          3447
## 29            Sales Executive               2       Married          5507
## 30      Laboratory Technician               2        Single          2422
## 31         Research Scientist               4        Single          4930
## 32  Healthcare Representative               2        Single          5562
## 33            Sales Executive               3        Single          7880
## 34      Laboratory Technician               3       Married          2705
## 35      Laboratory Technician               1        Single          1416
## 36            Sales Executive               3       Married          5301
## 37            Sales Executive               2       Married         13525
## 38  Healthcare Representative               3        Single          5399
## 39                    Manager               4       Married         19272
## 40          Research Director               4        Single         18265
## 41         Research Scientist               3        Single          4317
## 42         Research Scientist               4        Single          3117
## 43                    Manager               3      Divorced         14756
## 44     Manufacturing Director               4        Single         10512
## 45         Research Scientist               2       Married          3346
## 46          Research Director               4       Married         19161
## 47                    Manager               4       Married         16555
## 48            Sales Executive               2       Married          4189
## 49      Laboratory Technician               3        Single          3500
## 50         Research Scientist               3      Divorced          2007
## 51                    Manager               1       Married         16856
## 52         Research Scientist               3       Married          2909
## 53      Laboratory Technician               4      Divorced          2314
## 54            Sales Executive               4       Married          4936
## 55            Sales Executive               3       Married          5902
## 56                    Manager               3      Divorced         19197
## 57         Research Scientist               4        Single          2686
## 58      Laboratory Technician               4       Married          2097
## 59            Sales Executive               1      Divorced          7140
## 60      Laboratory Technician               4       Married          2818
## 61                    Manager               3       Married         18041
## 62      Laboratory Technician               3       Married          3477
## 63         Research Scientist               1        Single          2600
## 64            Sales Executive               1        Single         13758
## 65                    Manager               4        Single         11244
## 66            Sales Executive               1        Single          5324
## 67          Research Director               4        Single         14275
## 68            Sales Executive               4       Married          9998
## 69       Sales Representative               4       Married          2400
## 70         Research Scientist               2       Married          2372
## 71  Healthcare Representative               2        Single          6540
## 72         Research Scientist               4        Single          4541
## 73     Manufacturing Director               1      Divorced          5485
## 74         Research Scientist               1       Married          4284
## 75  Healthcare Representative               4       Married          5562
## 76         Research Scientist               1        Single          2080
## 77  Healthcare Representative               3       Married          6755
## 78         Research Scientist               1        Single          4968
## 79         Research Scientist               2       Married          3692
## 80            Human Resources               2       Married          2143
## 81      Laboratory Technician               3       Married          5429
## 82            Sales Executive               4      Divorced          9725
## 83         Research Scientist               1      Divorced          3072
## 84            Human Resources               2       Married          4490
## 85      Laboratory Technician               4       Married          5415
## 86     Manufacturing Director               3       Married         13247
## 87          Research Director               2        Single         11994
## 88                    Manager               3        Single         19068
## 89  Healthcare Representative               3        Single         10965
## 90            Sales Executive               1        Single          5326
## 91  Healthcare Representative               4       Married          7879
## 92      Laboratory Technician               4       Married          6472
## 93         Research Scientist               4        Single          3445
## 94          Research Director               2       Married         18172
## 95            Sales Executive               1       Married          4639
## 96            Sales Executive               4      Divorced          4127
## 97  Healthcare Representative               4      Divorced         10883
## 98     Manufacturing Director               1       Married          5151
## 99         Research Scientist               3        Single          2058
## 100        Research Scientist               2        Single          1261
## 101                   Manager               4        Single         13591
## 102    Manufacturing Director               3        Single          8474
## 103     Laboratory Technician               4       Married          3691
## 104         Research Director               3       Married         17584
## 105      Sales Representative               1       Married          2033
## 106    Manufacturing Director               4       Married          5472
## 107     Laboratory Technician               1       Married          5562
## 108           Sales Executive               4      Divorced          6583
## 109           Human Resources               1      Divorced          2073
## 110                   Manager               4        Single         17328
## 111           Sales Executive               3       Married          4614
## 112    Manufacturing Director               2        Single          8095
## 113 Healthcare Representative               4      Divorced          5731
## 114    Manufacturing Director               4       Married          6261
## 115                   Manager               4       Married         17875
## 116           Sales Executive               4       Married          6804
## 117        Research Scientist               2       Married          3579
## 118           Sales Executive               4       Married          7639
## 119     Laboratory Technician               2      Divorced          2694
## 120           Sales Executive               3        Single         13872
## 121           Sales Executive               2       Married          4440
## 122    Manufacturing Director               3       Married          7969
## 123                   Manager               3       Married         19331
## 124     Laboratory Technician               4       Married          2571
## 125           Sales Executive               1       Married          4639
## 126           Sales Executive               4       Married         11836
## 127      Sales Representative               3        Single          2642
## 128                   Manager               3       Married         17046
## 129         Research Director               1       Married         19406
## 130    Manufacturing Director               3       Married          4374
## 131     Laboratory Technician               3       Married          2339
## 132         Research Director               1       Married         16328
## 133 Healthcare Representative               3        Single         13964
## 134           Sales Executive               2        Single          9907
## 135           Sales Executive               4       Married         10239
## 136                   Manager               2      Divorced         11996
## 137 Healthcare Representative               4       Married          6586
## 138     Laboratory Technician               2       Married          4841
## 139     Laboratory Technician               3       Married          4621
## 140           Sales Executive               2        Single          7991
## 141     Laboratory Technician               2      Divorced          2348
## 142                   Manager               4      Divorced         18430
## 143    Manufacturing Director               4        Single          7945
## 144        Research Scientist               3        Single          3038
## 145 Healthcare Representative               2      Divorced          7441
## 146           Sales Executive               2        Single          9355
## 147     Laboratory Technician               4        Single          4272
## 148      Sales Representative               3        Single          1359
## 149        Research Scientist               4        Single          3310
## 150                   Manager               4       Married         19586
## 151        Research Scientist               4       Married          2911
## 152     Laboratory Technician               4        Single          2450
## 153 Healthcare Representative               2       Married         13503
## 154    Manufacturing Director               3        Single          9667
## 155        Research Scientist               4        Single          2342
## 156     Laboratory Technician               1       Married          2218
## 157        Research Scientist               3      Divorced          2029
## 158           Sales Executive               2        Single          9094
## 159        Research Scientist               4        Single          1232
## 160 Healthcare Representative               1       Married          9884
## 161    Manufacturing Director               1       Married          6516
## 162    Manufacturing Director               2       Married          6549
## 163        Research Scientist               1        Single          2960
## 164     Laboratory Technician               3      Divorced          3339
## 165     Laboratory Technician               4       Married          5231
## 166        Research Scientist               4        Single          2201
## 167                   Manager               2      Divorced         19847
## 168           Sales Executive               2       Married          6349
## 169     Laboratory Technician               3       Married          3221
## 170           Sales Executive               3        Single          4859
## 171        Research Scientist               1        Single          3424
## 172     Laboratory Technician               1       Married          2362
## 173 Healthcare Representative               1        Single          6811
## 174     Laboratory Technician               4        Single          2288
## 175     Laboratory Technician               2      Divorced          3816
## 176        Research Scientist               2       Married          5130
## 177        Research Scientist               1       Married          3580
## 178     Laboratory Technician               4       Married          2690
## 179                   Manager               4       Married         19513
## 180           Sales Executive               4       Married         13320
## 181     Laboratory Technician               4      Divorced          4364
## 182        Research Scientist               3      Divorced          2645
## 183     Laboratory Technician               3       Married          3690
## 184           Sales Executive               2      Divorced          8938
## 185         Research Director               2      Divorced         14336
## 186           Sales Executive               1        Single          8381
## 187         Research Director               2        Single         16704
## 188     Laboratory Technician               3        Single          3033
## 189    Manufacturing Director               3      Divorced         10502
## 190    Manufacturing Director               3        Single          4534
## 191           Sales Executive               2      Divorced          5209
## 192     Laboratory Technician               3      Divorced          3069
## 193        Research Scientist               1       Married          5208
## 194        Research Scientist               3       Married          2821
## 195      Sales Representative               3       Married          2096
## 196     Laboratory Technician               4        Single          3983
## 197           Human Resources               1      Divorced          9950
## 198    Manufacturing Director               3       Married          4345
## 199                   Manager               2      Divorced         14026
## 200        Research Scientist               3       Married          2897
## 201         Research Director               3      Divorced         19419
## 202        Research Scientist               4       Married          2044
## 203     Laboratory Technician               3      Divorced          2232
## 204    Manufacturing Director               1      Divorced         10252
## 205    Manufacturing Director               3       Married         12965
## 206        Research Scientist               4       Married          3929
## 207           Sales Executive               4        Single          5253
## 208           Sales Executive               2        Single          5147
## 209           Sales Executive               2        Single          4198
## 210                   Manager               4      Divorced         19517
## 211        Research Scientist               1        Single          3102
## 212        Research Scientist               4       Married          3697
## 213    Manufacturing Director               1        Single          5980
## 214        Research Scientist               3       Married          5175
## 215     Laboratory Technician               1      Divorced          2576
## 216      Sales Representative               3       Married          2308
## 217        Research Scientist               3       Married          2451
## 218    Manufacturing Director               3       Married          6179
## 219        Research Scientist               4      Divorced          2904
## 220    Manufacturing Director               4        Single          7779
## 221           Sales Executive               3      Divorced          6118
## 222      Sales Representative               2      Divorced          2297
## 223                   Manager               4       Married         19232
## 224         Research Director               3        Single         19537
## 225    Manufacturing Director               4       Married          4775
## 226 Healthcare Representative               3       Married          7632
## 227        Research Scientist               3        Single          4249
## 228 Healthcare Representative               3       Married          5689
## 229           Sales Executive               4       Married          7457
## 230     Laboratory Technician               1      Divorced          3034
## 231     Laboratory Technician               1      Divorced          2074
## 232           Sales Executive               1       Married          4194
## 233                   Manager               1      Divorced         19190
## 234     Laboratory Technician               3        Single          4230
## 235           Sales Executive               4       Married          5617
## 236        Research Scientist               3        Single          2506
## 237     Laboratory Technician               4        Single          2496
## 238 Healthcare Representative               1       Married          9715
## 239                   Manager               1        Single         19045
## 240                   Manager               2        Single         16835
## 241        Research Scientist               3        Single          3375
## 242        Research Scientist               2        Single          2718
## 243         Research Director               3       Married         19237
## 244           Sales Executive               2        Single          9278
## 245        Research Scientist               2      Divorced          5605
## 246 Healthcare Representative               2       Married          5488
## 247     Laboratory Technician               4       Married          3722
## 248     Laboratory Technician               4       Married          2659
## 249    Manufacturing Director               2        Single          7446
## 250        Research Scientist               3       Married          3506
## 251        Research Scientist               2        Single          2313
## 252         Research Director               3      Divorced         19973
## 253                   Manager               4      Divorced         19141
## 254        Research Scientist               4       Married          1706
## 255                   Manager               3       Married         17465
## 256 Healthcare Representative               4        Single         10496
## 257    Manufacturing Director               3       Married          6434
## 258    Manufacturing Director               3        Single          4695
## 259           Sales Executive               4        Single          5828
## 260                   Manager               1      Divorced         16823
## 261         Research Director               4      Divorced         14732
## 262           Sales Executive               3      Divorced          9852
## 263                   Manager               3        Single         17444
## 264           Sales Executive               3      Divorced          6728
## 265    Manufacturing Director               3      Divorced          4011
## 266        Research Scientist               4       Married          2132
## 267 Healthcare Representative               4       Married          7005
## 268           Sales Executive               4      Divorced          5460
## 269     Laboratory Technician               1        Single          3646
## 270 Healthcare Representative               3      Divorced         10388
## 271      Sales Representative               4       Married          5405
## 272     Laboratory Technician               1       Married          1601
## 273    Manufacturing Director               1        Single          9936
## 274      Sales Representative               2        Single          2716
## 275           Human Resources               4        Single          2564
## 276     Laboratory Technician               1        Single          2062
## 277           Sales Executive               1        Single          4294
## 278 Healthcare Representative               3       Married          7510
## 279           Sales Executive               3       Married          9610
## 280     Laboratory Technician               4        Single          2871
## 281     Laboratory Technician               4      Divorced          2367
## 282        Research Scientist               4      Divorced          2720
## 283           Sales Executive               3       Married         10686
## 284        Research Scientist               3       Married          2942
## 285           Sales Executive               2        Single          5765
## 286     Laboratory Technician               3        Single          3989
## 287     Laboratory Technician               4      Divorced          2778
## 288        Research Scientist               2        Single          2478
## 289     Laboratory Technician               3      Divorced          3161
## 290        Research Scientist               3       Married          2773
## 291 Healthcare Representative               2        Single          5933
## 292        Research Scientist               1      Divorced          2782
## 293        Research Scientist               2       Married          2141
## 294           Sales Executive               2       Married          5390
## 295        Research Scientist               4       Married          2061
## 296     Laboratory Technician               3        Single          2519
## 297           Sales Executive               3        Single          5010
## 298     Laboratory Technician               3        Single          2293
## 299                   Manager               4       Married         19202
## 300           Sales Executive               4       Married          4537
##     MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1         25348                  1      Y       No                17
## 2          8429                  1      Y       No                13
## 3         19373                  1      Y       No                20
## 4         23258                  2      Y      Yes                13
## 5         23757                  1      Y       No                14
## 6         25796                  3      Y       No                20
## 7         19788                  2      Y       No                15
## 8          3835                  2      Y       No                13
## 9         17198                  1      Y       No                19
## 10        22908                  3      Y       No                12
## 11        25063                  8      Y      Yes                14
## 12        18775                  1      Y       No                17
## 13         6194                  5      Y       No                15
## 14         6881                  5      Y       No                16
## 15        22049                  2      Y      Yes                17
## 16        14811                  1      Y       No                12
## 17        24152                  1      Y       No                13
## 18         3423                  3      Y       No                14
## 19        21519                  4      Y       No                16
## 20         5860                  1      Y       No                18
## 21        15919                  1      Y       No                13
## 22         6615                  9      Y       No                22
## 23        25198                  6      Y      Yes                19
## 24         2097                  0      Y       No                14
## 25        19863                  2      Y      Yes                18
## 26        15318                  1      Y       No                14
## 27        20794                  6      Y       No                19
## 28        24444                  1      Y       No                11
## 29        16822                  2      Y       No                16
## 30        25725                  0      Y       No                17
## 31        13970                  0      Y      Yes                14
## 32         9697                  6      Y       No                14
## 33         2560                  0      Y       No                18
## 34         9696                  0      Y       No                16
## 35        17258                  1      Y       No                13
## 36         2939                  8      Y       No                15
## 37        14864                  5      Y       No                14
## 38        14511                  4      Y       No                12
## 39        21141                  1      Y       No                15
## 40         8733                  6      Y       No                12
## 41         2302                  3      Y      Yes                20
## 42        26009                  1      Y       No                18
## 43        19730                  2      Y      Yes                14
## 44        20002                  6      Y       No                12
## 45        11873                  4      Y      Yes                20
## 46        13738                  3      Y       No                15
## 47        10310                  2      Y       No                13
## 48         8800                  1      Y       No                14
## 49        25470                  0      Y       No                14
## 50        25265                  1      Y       No                13
## 51        10084                  1      Y       No                11
## 52        23159                  1      Y      Yes                11
## 53         9148                  0      Y       No                12
## 54        14862                  4      Y       No                11
## 55        14590                  4      Y       No                14
## 56         8213                  1      Y      Yes                14
## 57         5207                  1      Y      Yes                13
## 58        16734                  4      Y       No                15
## 59         3088                  2      Y       No                11
## 60         5044                  2      Y      Yes                24
## 61        13022                  0      Y       No                14
## 62        18103                  1      Y       No                14
## 63        18275                  1      Y      Yes                15
## 64         2447                  0      Y      Yes                12
## 65        21072                  2      Y       No                25
## 66        26507                  5      Y       No                15
## 67        20206                  6      Y       No                18
## 68        19293                  6      Y       No                13
## 69         5530                  0      Y       No                13
## 70         5628                  6      Y      Yes                16
## 71        19394                  9      Y       No                19
## 72         7744                  1      Y       No                25
## 73        22670                  9      Y      Yes                11
## 74        13588                  5      Y      Yes                22
## 75        21782                  4      Y       No                13
## 76         4732                  2      Y       No                11
## 77         2967                  2      Y       No                11
## 78        26427                  0      Y       No                16
## 79         9256                  1      Y       No                12
## 80        25527                  4      Y       No                13
## 81        17491                  4      Y       No                13
## 82        12278                  0      Y       No                11
## 83        19877                  2      Y       No                16
## 84        21833                  4      Y       No                11
## 85        15972                  3      Y      Yes                19
## 86         9731                  2      Y      Yes                11
## 87        21293                  0      Y       No                11
## 88        21030                  1      Y      Yes                18
## 89        12066                  8      Y       No                24
## 90         3064                  6      Y       No                17
## 91        14810                  1      Y      Yes                19
## 92         8989                  1      Y      Yes                15
## 93         6152                  1      Y       No                11
## 94         9755                  3      Y      Yes                19
## 95        11262                  1      Y       No                15
## 96        19188                  2      Y       No                18
## 97        20467                  3      Y       No                20
## 98        12315                  1      Y       No                25
## 99        19757                  0      Y       No                14
## 100       22262                  1      Y       No                12
## 101       14674                  3      Y      Yes                18
## 102       20925                  1      Y       No                22
## 103        4605                  1      Y      Yes                15
## 104       21016                  3      Y      Yes                16
## 105       14470                  1      Y       No                18
## 106        3334                  1      Y       No                12
## 107       19711                  3      Y      Yes                13
## 108       20115                  2      Y      Yes                11
## 109       23648                  4      Y      Yes                22
## 110       13871                  2      Y      Yes                12
## 111       23288                  0      Y      Yes                18
## 112       18264                  0      Y       No                13
## 113       17171                  7      Y       No                13
## 114        4185                  3      Y       No                18
## 115       11761                  4      Y      Yes                13
## 116       23683                  3      Y       No                18
## 117        9369                  0      Y      Yes                21
## 118       24525                  1      Y       No                22
## 119       26551                  1      Y       No                11
## 120       24409                  0      Y       No                13
## 121        7636                  0      Y       No                15
## 122       19609                  2      Y      Yes                14
## 123       19519                  4      Y      Yes                16
## 124       12290                  4      Y       No                17
## 125        2261                  2      Y       No                16
## 126       22789                  5      Y       No                14
## 127        2755                  1      Y       No                11
## 128        9314                  0      Y       No                15
## 129        8509                  4      Y       No                11
## 130       15411                  0      Y       No                15
## 131        3666                  8      Y       No                11
## 132       22074                  3      Y       No                13
## 133       17810                  7      Y      Yes                12
## 134       26186                  7      Y      Yes                12
## 135       18092                  3      Y       No                14
## 136       19100                  7      Y       No                18
## 137        4821                  0      Y      Yes                17
## 138       24052                  4      Y       No                14
## 139        5869                  1      Y       No                19
## 140       25166                  8      Y       No                15
## 141       10901                  8      Y       No                18
## 142       16225                  1      Y       No                13
## 143       19948                  6      Y      Yes                15
## 144       12430                  3      Y       No                20
## 145       20933                  1      Y       No                12
## 146        9558                  1      Y       No                18
## 147        9558                  4      Y       No                19
## 148       16154                  1      Y       No                12
## 149        4488                  1      Y       No                21
## 150       23037                  1      Y       No                21
## 151       14776                  1      Y       No                13
## 152       10919                  2      Y       No                17
## 153       14115                  1      Y       No                22
## 154        2739                  9      Y       No                14
## 155       22929                  0      Y      Yes                20
## 156       16193                  1      Y       No                12
## 157       15891                  1      Y       No                20
## 158       17235                  2      Y      Yes                12
## 159       19281                  1      Y       No                14
## 160        8302                  2      Y      Yes                13
## 161        5041                  2      Y      Yes                16
## 162        3173                  1      Y       No                14
## 163       17102                  2      Y       No                11
## 164       17285                  3      Y      Yes                13
## 165       23726                  2      Y      Yes                13
## 166       18168                  9      Y       No                16
## 167       19196                  4      Y      Yes                24
## 168       22107                  0      Y      Yes                13
## 169        3297                  1      Y      Yes                11
## 170        6698                  1      Y       No                16
## 171       21632                  7      Y       No                13
## 172       14669                  4      Y       No                12
## 173       23398                  8      Y       No                19
## 174        6319                  1      Y       No                12
## 175       17881                  1      Y       No                11
## 176       24907                  1      Y       No                23
## 177       10554                  2      Y       No                16
## 178        7713                  1      Y       No                18
## 179        9358                  4      Y      Yes                12
## 180       11737                  3      Y      Yes                18
## 181        5288                  3      Y       No                14
## 182       21923                  1      Y       No                12
## 183        3425                  2      Y       No                15
## 184       12227                  2      Y       No                11
## 185        4345                  1      Y       No                11
## 186        7507                  7      Y       No                20
## 187       17119                  1      Y       No                11
## 188       12828                  1      Y       No                12
## 189        9659                  7      Y       No                17
## 190       13352                  0      Y       No                11
## 191       19760                  1      Y      Yes                12
## 192       10302                  0      Y       No                15
## 193       26312                  1      Y       No                11
## 194        2997                  3      Y       No                16
## 195       26376                  1      Y       No                11
## 196        7621                  0      Y       No                17
## 197       11533                  9      Y      Yes                15
## 198        4381                  0      Y       No                12
## 199       17588                  1      Y      Yes                11
## 200       22474                  3      Y       No                11
## 201        3735                  2      Y       No                17
## 202        5531                  1      Y       No                11
## 203       15417                  7      Y       No                14
## 204        4235                  2      Y      Yes                21
## 205       22308                  4      Y      Yes                20
## 206        6984                  8      Y      Yes                23
## 207       20750                  1      Y       No                16
## 208       10697                  8      Y       No                15
## 209       16379                  2      Y       No                12
## 210       24118                  3      Y       No                11
## 211        6582                  0      Y       No                22
## 212        9278                  9      Y       No                14
## 213       26085                  6      Y      Yes                12
## 214       22162                  5      Y       No                12
## 215       20490                  3      Y       No                16
## 216        4944                  0      Y      Yes                25
## 217       22376                  6      Y       No                18
## 218       21057                  1      Y      Yes                15
## 219       16092                  1      Y       No                12
## 220       23238                  2      Y       No                20
## 221        5431                  1      Y       No                13
## 222       17967                  1      Y       No                14
## 223        4933                  1      Y       No                11
## 224        6462                  7      Y       No                13
## 225       19146                  6      Y       No                22
## 226       14295                  4      Y      Yes                12
## 227        2690                  1      Y      Yes                11
## 228       24594                  1      Y      Yes                14
## 229       13273                  2      Y      Yes                22
## 230       26914                  1      Y       No                12
## 231       26619                  1      Y      Yes                12
## 232       14363                  1      Y      Yes                18
## 233       17477                  1      Y       No                14
## 234       19225                  0      Y       No                15
## 235       21075                  1      Y      Yes                11
## 236       13301                  3      Y       No                13
## 237        6670                  4      Y       No                11
## 238        7288                  3      Y       No                13
## 239       18938                  0      Y      Yes                14
## 240        9873                  3      Y       No                23
## 241       17624                  0      Y       No                12
## 242       17674                  2      Y       No                14
## 243       12853                  2      Y      Yes                11
## 244       20763                  3      Y      Yes                16
## 245        8504                  1      Y       No                11
## 246       20161                  1      Y      Yes                13
## 247       21081                  6      Y      Yes                13
## 248       17759                  1      Y      Yes                13
## 249        8931                  1      Y       No                11
## 250        6020                  0      Y      Yes                14
## 251        2993                  4      Y      Yes                20
## 252       20284                  1      Y       No                22
## 253        8861                  3      Y       No                15
## 254       16571                  1      Y       No                11
## 255       15596                  3      Y       No                12
## 256        2755                  6      Y       No                15
## 257        5118                  4      Y       No                17
## 258       12858                  7      Y      Yes                18
## 259        8450                  1      Y      Yes                12
## 260       18991                  2      Y       No                11
## 261       12414                  2      Y       No                13
## 262        8935                  1      Y      Yes                19
## 263       20489                  1      Y       No                11
## 264       14255                  7      Y       No                12
## 265        8232                  0      Y       No                18
## 266        4585                  4      Y       No                20
## 267        3458                  3      Y       No                15
## 268        6219                  4      Y       No                22
## 269       17181                  2      Y      Yes                23
## 270        6975                  1      Y      Yes                11
## 271        4244                  2      Y      Yes                20
## 272        3445                  1      Y      Yes                21
## 273        3787                  0      Y       No                19
## 274       25422                  1      Y       No                15
## 275       18437                  1      Y       No                12
## 276       19384                  3      Y       No                14
## 277       11148                  1      Y       No                12
## 278       16873                  1      Y       No                17
## 279        3840                  3      Y       No                13
## 280       23785                  1      Y       No                15
## 281       18779                  5      Y       No                12
## 282       18959                  1      Y       No                18
## 283        8392                  6      Y       No                11
## 284       12154                  2      Y       No                19
## 285       17485                  5      Y       No                11
## 286       20586                  1      Y      Yes                11
## 287       17725                  4      Y      Yes                13
## 288       20938                  1      Y      Yes                12
## 289       19920                  3      Y      Yes                22
## 290       12145                  0      Y       No                20
## 291        5197                  9      Y       No                12
## 292       19905                  0      Y      Yes                13
## 293        5348                  1      Y       No                12
## 294       13243                  2      Y       No                14
## 295       11133                  1      Y       No                21
## 296       12287                  4      Y       No                21
## 297       24301                  1      Y       No                16
## 298       10558                  1      Y       No                12
## 299       15970                  0      Y       No                11
## 300       17783                  0      Y      Yes                22
##     PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                   3                        4            80                2
## 2                   3                        4            80                1
## 3                   4                        3            80                1
## 4                   3                        3            80                0
## 5                   3                        3            80                2
## 6                   4                        3            80                0
## 7                   3                        2            80                2
## 8                   3                        4            80                3
## 9                   3                        2            80                0
## 10                  3                        1            80                0
## 11                  3                        4            80                1
## 12                  3                        2            80                0
## 13                  3                        4            80                2
## 14                  3                        4            80                0
## 15                  3                        1            80                0
## 16                  3                        4            80                0
## 17                  3                        4            80                0
## 18                  3                        2            80                2
## 19                  3                        3            80                0
## 20                  3                        1            80                2
## 21                  3                        3            80                0
## 22                  4                        3            80                1
## 23                  3                        4            80                0
## 24                  3                        4            80                1
## 25                  3                        2            80                1
## 26                  3                        4            80                0
## 27                  3                        2            80                1
## 28                  3                        3            80                0
## 29                  3                        3            80                2
## 30                  3                        1            80                0
## 31                  3                        3            80                0
## 32                  3                        4            80                0
## 33                  3                        4            80                0
## 34                  3                        2            80                1
## 35                  3                        1            80                0
## 36                  3                        3            80                2
## 37                  3                        4            80                1
## 38                  3                        3            80                0
## 39                  3                        1            80                1
## 40                  3                        3            80                0
## 41                  4                        2            80                0
## 42                  3                        3            80                0
## 43                  3                        3            80                3
## 44                  3                        4            80                0
## 45                  4                        2            80                1
## 46                  3                        4            80                0
## 47                  3                        4            80                0
## 48                  3                        1            80                2
## 49                  3                        1            80                0
## 50                  3                        3            80                2
## 51                  3                        1            80                0
## 52                  3                        3            80                0
## 53                  3                        2            80                1
## 54                  3                        3            80                1
## 55                  3                        3            80                1
## 56                  3                        3            80                1
## 57                  3                        3            80                0
## 58                  3                        3            80                1
## 59                  3                        1            80                1
## 60                  4                        3            80                1
## 61                  3                        4            80                0
## 62                  3                        4            80                1
## 63                  3                        1            80                0
## 64                  3                        2            80                0
## 65                  4                        2            80                0
## 66                  3                        3            80                0
## 67                  3                        3            80                0
## 68                  3                        1            80                0
## 69                  3                        3            80                2
## 70                  3                        4            80                0
## 71                  3                        3            80                0
## 72                  4                        2            80                0
## 73                  3                        2            80                2
## 74                  4                        3            80                1
## 75                  3                        2            80                1
## 76                  3                        2            80                0
## 77                  3                        3            80                0
## 78                  3                        4            80                0
## 79                  3                        3            80                0
## 80                  3                        2            80                1
## 81                  3                        1            80                2
## 82                  3                        4            80                1
## 83                  3                        1            80                2
## 84                  3                        4            80                2
## 85                  3                        4            80                1
## 86                  3                        2            80                1
## 87                  3                        3            80                0
## 88                  3                        4            80                0
## 89                  4                        3            80                0
## 90                  3                        3            80                0
## 91                  3                        2            80                1
## 92                  3                        4            80                1
## 93                  3                        3            80                0
## 94                  3                        1            80                0
## 95                  3                        3            80                1
## 96                  3                        4            80                1
## 97                  4                        3            80                1
## 98                  4                        4            80                1
## 99                  3                        4            80                0
## 100                 3                        3            80                0
## 101                 3                        3            80                0
## 102                 4                        3            80                0
## 103                 3                        2            80                1
## 104                 3                        4            80                3
## 105                 3                        3            80                1
## 106                 3                        2            80                0
## 107                 3                        4            80                1
## 108                 3                        4            80                1
## 109                 4                        4            80                0
## 110                 3                        3            80                0
## 111                 3                        3            80                1
## 112                 3                        4            80                0
## 113                 3                        3            80                2
## 114                 3                        1            80                1
## 115                 3                        3            80                1
## 116                 3                        3            80                1
## 117                 4                        1            80                1
## 118                 4                        4            80                3
## 119                 3                        3            80                3
## 120                 3                        3            80                0
## 121                 3                        1            80                2
## 122                 3                        3            80                0
## 123                 3                        3            80                1
## 124                 3                        3            80                1
## 125                 3                        4            80                1
## 126                 3                        3            80                1
## 127                 3                        3            80                0
## 128                 3                        2            80                1
## 129                 3                        3            80                1
## 130                 3                        3            80                0
## 131                 3                        4            80                1
## 132                 3                        3            80                1
## 133                 3                        4            80                0
## 134                 3                        3            80                0
## 135                 3                        4            80                1
## 136                 3                        2            80                1
## 137                 3                        1            80                1
## 138                 3                        2            80                1
## 139                 3                        4            80                3
## 140                 3                        3            80                0
## 141                 3                        3            80                1
## 142                 3                        2            80                1
## 143                 3                        4            80                0
## 144                 4                        1            80                0
## 145                 3                        1            80                3
## 146                 3                        3            80                0
## 147                 3                        1            80                0
## 148                 3                        2            80                0
## 149                 4                        4            80                0
## 150                 4                        3            80                1
## 151                 3                        3            80                1
## 152                 3                        4            80                0
## 153                 4                        4            80                1
## 154                 3                        2            80                0
## 155                 4                        4            80                0
## 156                 3                        3            80                1
## 157                 4                        3            80                3
## 158                 3                        3            80                0
## 159                 3                        4            80                0
## 160                 3                        3            80                1
## 161                 3                        2            80                1
## 162                 3                        2            80                2
## 163                 3                        3            80                0
## 164                 3                        1            80                2
## 165                 3                        2            80                1
## 166                 3                        4            80                0
## 167                 4                        1            80                1
## 168                 3                        4            80                1
## 169                 3                        3            80                3
## 170                 3                        4            80                0
## 171                 3                        3            80                0
## 172                 3                        3            80                0
## 173                 3                        1            80                0
## 174                 3                        3            80                0
## 175                 3                        2            80                1
## 176                 4                        4            80                1
## 177                 3                        2            80                1
## 178                 3                        4            80                1
## 179                 3                        1            80                1
## 180                 3                        3            80                1
## 181                 3                        1            80                1
## 182                 3                        4            80                2
## 183                 3                        4            80                1
## 184                 3                        3            80                1
## 185                 3                        3            80                1
## 186                 4                        4            80                0
## 187                 3                        3            80                0
## 188                 3                        1            80                0
## 189                 3                        1            80                1
## 190                 3                        1            80                0
## 191                 3                        2            80                3
## 192                 3                        4            80                1
## 193                 3                        4            80                0
## 194                 3                        1            80                1
## 195                 3                        3            80                0
## 196                 3                        3            80                0
## 197                 3                        3            80                3
## 198                 3                        4            80                1
## 199                 3                        2            80                1
## 200                 3                        3            80                2
## 201                 3                        2            80                1
## 202                 3                        3            80                1
## 203                 3                        3            80                3
## 204                 4                        3            80                1
## 205                 4                        4            80                3
## 206                 4                        3            80                1
## 207                 3                        4            80                0
## 208                 3                        4            80                0
## 209                 3                        2            80                0
## 210                 3                        3            80                1
## 211                 4                        3            80                0
## 212                 3                        1            80                2
## 213                 3                        4            80                0
## 214                 3                        3            80                1
## 215                 3                        2            80                1
## 216                 4                        2            80                1
## 217                 3                        1            80                2
## 218                 3                        4            80                2
## 219                 3                        3            80                2
## 220                 4                        1            80                0
## 221                 3                        3            80                3
## 222                 3                        4            80                2
## 223                 3                        4            80                0
## 224                 3                        3            80                0
## 225                 4                        1            80                2
## 226                 3                        3            80                0
## 227                 3                        2            80                0
## 228                 3                        4            80                2
## 229                 4                        3            80                3
## 230                 3                        3            80                1
## 231                 3                        4            80                1
## 232                 3                        4            80                0
## 233                 3                        4            80                2
## 234                 3                        3            80                0
## 235                 3                        3            80                0
## 236                 3                        3            80                0
## 237                 3                        4            80                0
## 238                 3                        3            80                1
## 239                 3                        3            80                0
## 240                 4                        4            80                0
## 241                 3                        4            80                0
## 242                 3                        2            80                0
## 243                 3                        4            80                1
## 244                 3                        4            80                0
## 245                 3                        1            80                1
## 246                 3                        1            80                1
## 247                 3                        3            80                1
## 248                 3                        3            80                1
## 249                 3                        1            80                0
## 250                 3                        4            80                0
## 251                 4                        2            80                0
## 252                 4                        2            80                2
## 253                 3                        2            80                3
## 254                 3                        3            80                3
## 255                 3                        4            80                1
## 256                 3                        4            80                0
## 257                 3                        4            80                1
## 258                 3                        3            80                0
## 259                 3                        2            80                0
## 260                 3                        1            80                1
## 261                 3                        4            80                2
## 262                 3                        1            80                1
## 263                 3                        4            80                0
## 264                 3                        4            80                2
## 265                 3                        4            80                1
## 266                 4                        4            80                1
## 267                 3                        3            80                0
## 268                 4                        4            80                2
## 269                 4                        2            80                0
## 270                 3                        3            80                1
## 271                 4                        1            80                2
## 272                 4                        3            80                2
## 273                 3                        2            80                0
## 274                 3                        4            80                0
## 275                 3                        3            80                0
## 276                 3                        2            80                0
## 277                 3                        2            80                0
## 278                 3                        2            80                1
## 279                 3                        3            80                1
## 280                 3                        3            80                0
## 281                 3                        1            80                1
## 282                 3                        4            80                1
## 283                 3                        2            80                1
## 284                 3                        2            80                1
## 285                 3                        1            80                0
## 286                 3                        1            80                0
## 287                 3                        3            80                1
## 288                 3                        2            80                0
## 289                 4                        4            80                1
## 290                 4                        4            80                0
## 291                 3                        4            80                0
## 292                 3                        2            80                2
## 293                 3                        2            80                1
## 294                 3                        4            80                0
## 295                 4                        1            80                0
## 296                 4                        3            80                0
## 297                 3                        1            80                0
## 298                 3                        3            80                0
## 299                 3                        3            80                1
## 300                 4                        1            80                1
##     TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                  10                     3               2             10
## 2                   5                     2               3              5
## 3                   1                     0               2              1
## 4                  30                     2               3              5
## 5                  10                     3               3             10
## 6                  23                     1               2             13
## 7                  16                     3               2              9
## 8                  10                     3               3              7
## 9                  10                     2               3             10
## 10                 12                     2               3              1
## 11                  3                     2               3              1
## 12                  1                     4               3              1
## 13                 11                     2               2              9
## 14                 30                     3               3              4
## 15                 14                     6               3              0
## 16                 20                     2               3             20
## 17                  5                     2               3              5
## 18                  9                     2               2              7
## 19                 12                     3               2              9
## 20                  9                     3               4              9
## 21                  6                     3               3              6
## 22                 32                     1               2              5
## 23                  9                     3               3              5
## 24                  3                     2               3              2
## 25                 24                     2               3              7
## 26                 10                     3               2             10
## 27                 10                     4               3              3
## 28                  3                     2               3              3
## 29                 12                     1               1              4
## 30                  4                     3               3              3
## 31                  6                     2               4              5
## 32                 19                     3               3             10
## 33                  9                     3               3              8
## 34                  6                     2               4              5
## 35                  1                     6               2              1
## 36                  4                     2               2              2
## 37                 23                     2               4             20
## 38                 12                     3               3              4
## 39                 21                     2               3             21
## 40                 25                     3               4              1
## 41                 19                     2               3              3
## 42                  3                     2               3              2
## 43                 21                     2               3              5
## 44                 25                     6               2              9
## 45                  9                     3               2              1
## 46                 28                     3               3              5
## 47                 31                     2               1              5
## 48                  5                     2               3              5
## 49                  7                     2               1              6
## 50                  5                     5               3              5
## 51                 34                     3               4             34
## 52                  8                     3               3              8
## 53                  4                     2               3              3
## 54                 18                     2               2              7
## 55                 17                     1               4             15
## 56                 21                     3               3             21
## 57                 10                     2               2             10
## 58                  9                     3               1              5
## 59                 12                     2               3              7
## 60                 10                     2               2              3
## 61                 21                     2               3             20
## 62                  6                     2               4              5
## 63                  1                     2               3              1
## 64                 22                     2               2             21
## 65                 10                     5               4              5
## 66                  6                     3               3              3
## 67                 33                     0               3             12
## 68                  8                     2               4              5
## 69                  3                     3               3              2
## 70                 18                     2               3              1
## 71                 10                     5               3              1
## 72                 20                     3               3             20
## 73                  9                     4               3              5
## 74                 16                     2               3              5
## 75                 12                     2               2              5
## 76                  5                     2               2              3
## 77                 15                     2               3              3
## 78                 10                     2               3              9
## 79                 12                     2               2             11
## 80                  8                     2               3              5
## 81                 10                     1               3              8
## 82                 16                     2               2             15
## 83                 17                     2               2              1
## 84                 14                     5               4             10
## 85                 12                     4               3             10
## 86                 24                     3               2              5
## 87                 13                     4               3             12
## 88                 33                     2               4             33
## 89                 26                     2               3              5
## 90                  6                     2               2              4
## 91                  9                     2               3              8
## 92                  9                     2               3              9
## 93                  6                     5               2              6
## 94                 28                     1               2              8
## 95                  5                     2               3              5
## 96                  7                     6               3              2
## 97                 19                     2               4              1
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noSalaryDataframeCSV
##       ID Age Attrition    BusinessTravel DailyRate             Department
## 1    871  43        No Travel_Frequently      1422                  Sales
## 2    872  33        No     Travel_Rarely       461 Research & Development
## 3    873  55       Yes     Travel_Rarely       267                  Sales
## 4    874  36        No        Non-Travel      1351 Research & Development
## 5    875  27        No     Travel_Rarely      1302 Research & Development
## 6    876  39       Yes     Travel_Rarely       895                  Sales
## 7    877  33        No        Non-Travel       750                  Sales
## 8    878  21       Yes Travel_Frequently       251 Research & Development
## 9    879  30        No Travel_Frequently      1312 Research & Development
## 10   880  51        No     Travel_Rarely      1405 Research & Development
## 11   881  46       Yes     Travel_Rarely       377                  Sales
## 12   882  40        No     Travel_Rarely       329 Research & Development
## 13   883  29        No     Travel_Rarely      1176                  Sales
## 14   884  27        No Travel_Frequently       829                  Sales
## 15   885  29        No     Travel_Rarely      1210                  Sales
## 16   886  22       Yes     Travel_Rarely       617 Research & Development
## 17   887  29        No     Travel_Rarely       726 Research & Development
## 18   888  34        No     Travel_Rarely       167 Research & Development
## 19   889  31        No     Travel_Rarely       655 Research & Development
## 20   890  35        No     Travel_Rarely       528        Human Resources
## 21   891  40        No     Travel_Rarely       523 Research & Development
## 22   892  30        No     Travel_Rarely      1288                  Sales
## 23   893  46       Yes     Travel_Rarely       669                  Sales
## 24   894  27        No Travel_Frequently      1410                  Sales
## 25   895  49        No     Travel_Rarely      1490 Research & Development
## 26   896  46        No     Travel_Rarely       706 Research & Development
## 27   897  33       Yes     Travel_Rarely       211                  Sales
## 28   898  42        No        Non-Travel       495 Research & Development
## 29   899  34        No     Travel_Rarely       507                  Sales
## 30   900  36        No     Travel_Rarely       329 Research & Development
## 31   901  27        No     Travel_Rarely       591 Research & Development
## 32   902  44        No Travel_Frequently       383                  Sales
## 33   903  48        No     Travel_Rarely       492                  Sales
## 34   904  40        No     Travel_Rarely       543 Research & Development
## 35   905  45        No     Travel_Rarely      1234                  Sales
## 36   906  33        No Travel_Frequently       970                  Sales
## 37   907  46        No Travel_Frequently       638 Research & Development
## 38   908  37        No     Travel_Rarely      1192 Research & Development
## 39   909  28       Yes     Travel_Rarely      1434 Research & Development
## 40   910  32        No     Travel_Rarely       827 Research & Development
## 41   911  43        No     Travel_Rarely       920 Research & Development
## 42   912  38        No Travel_Frequently      1444        Human Resources
## 43   913  40        No     Travel_Rarely       616 Research & Development
## 44   914  34        No     Travel_Rarely      1354 Research & Development
## 45   915  41        No     Travel_Rarely       549 Research & Development
## 46   916  23        No     Travel_Rarely       507 Research & Development
## 47   917  28        No     Travel_Rarely      1217 Research & Development
## 48   918  26        No     Travel_Rarely       572                  Sales
## 49   919  28        No     Travel_Rarely      1144                  Sales
## 50   920  59        No     Travel_Rarely      1324 Research & Development
## 51   921  30        No     Travel_Rarely       413                  Sales
## 52   922  35        No     Travel_Rarely      1229 Research & Development
## 53   923  36       Yes     Travel_Rarely       660 Research & Development
## 54   924  42        No        Non-Travel       179        Human Resources
## 55   925  54        No     Travel_Rarely       584 Research & Development
## 56   926  40        No     Travel_Rarely      1171 Research & Development
## 57   927  32        No     Travel_Rarely       604                  Sales
## 58   928  38        No     Travel_Rarely       201 Research & Development
## 59   929  22        No        Non-Travel      1123 Research & Development
## 60   930  32        No Travel_Frequently      1005 Research & Development
## 61   931  34        No        Non-Travel      1375                  Sales
## 62   932  32        No     Travel_Rarely      1018 Research & Development
## 63   933  41        No     Travel_Rarely       645                  Sales
## 64   934  58       Yes Travel_Frequently       781 Research & Development
## 65   935  20       Yes     Travel_Rarely       129 Research & Development
## 66   936  24       Yes Travel_Frequently       381 Research & Development
## 67   937  46        No     Travel_Rarely       644 Research & Development
## 68   938  51       Yes Travel_Frequently      1150 Research & Development
## 69   939  39        No     Travel_Rarely       116 Research & Development
## 70   940  28        No     Travel_Rarely      1172                  Sales
## 71   941  40       Yes     Travel_Rarely       676 Research & Development
## 72   942  39        No     Travel_Rarely      1462                  Sales
## 73   943  59        No     Travel_Rarely      1435                  Sales
## 74   944  27        No     Travel_Rarely      1055 Research & Development
## 75   945  18        No     Travel_Rarely       812                  Sales
## 76   946  29        No Travel_Frequently       995 Research & Development
## 77   947  21       Yes     Travel_Rarely       337                  Sales
## 78   948  26        No     Travel_Rarely      1349 Research & Development
## 79   949  26       Yes Travel_Frequently       426        Human Resources
## 80   950  47       Yes Travel_Frequently       719                  Sales
## 81   951  42        No        Non-Travel       355 Research & Development
## 82   952  40        No     Travel_Rarely       300                  Sales
## 83   953  37        No     Travel_Rarely       124 Research & Development
## 84   954  27        No Travel_Frequently      1297 Research & Development
## 85   955  39        No        Non-Travel       439 Research & Development
## 86   956  45        No     Travel_Rarely       176        Human Resources
## 87   957  56        No     Travel_Rarely      1400 Research & Development
## 88   958  32        No        Non-Travel      1109 Research & Development
## 89   959  41        No     Travel_Rarely      1206                  Sales
## 90   960  58       Yes     Travel_Rarely       286 Research & Development
## 91   961  29        No     Travel_Rarely       665 Research & Development
## 92   962  40        No     Travel_Rarely      1300 Research & Development
## 93   963  38        No Travel_Frequently       471 Research & Development
## 94   964  39        No     Travel_Rarely       141        Human Resources
## 95   965  25        No     Travel_Rarely      1280 Research & Development
## 96   966  50        No     Travel_Rarely       989 Research & Development
## 97   967  29        No     Travel_Rarely       468 Research & Development
## 98   968  36        No     Travel_Rarely       164                  Sales
## 99   969  50        No Travel_Frequently      1421 Research & Development
## 100  970  26       Yes     Travel_Rarely      1449 Research & Development
## 101  971  27        No     Travel_Rarely       954                  Sales
## 102  972  31        No     Travel_Rarely       616 Research & Development
## 103  973  28        No Travel_Frequently       791 Research & Development
## 104  974  20        No     Travel_Rarely       959 Research & Development
## 105  975  24        No     Travel_Rarely      1206 Research & Development
## 106  976  29       Yes     Travel_Rarely       896 Research & Development
## 107  977  48        No     Travel_Rarely       277 Research & Development
## 108  978  39       Yes     Travel_Rarely       360 Research & Development
## 109  979  35        No     Travel_Rarely       607 Research & Development
## 110  980  49        No     Travel_Rarely      1098 Research & Development
## 111  981  35        No     Travel_Rarely      1402                  Sales
## 112  982  46        No     Travel_Rarely      1125                  Sales
## 113  983  52        No     Travel_Rarely      1323 Research & Development
## 114  984  26        No     Travel_Rarely      1167                  Sales
## 115  985  36        No     Travel_Rarely      1120                  Sales
## 116  986  32       Yes Travel_Frequently       238 Research & Development
## 117  987  22       Yes Travel_Frequently      1256 Research & Development
## 118  988  32        No     Travel_Rarely       601                  Sales
## 119  989  39        No Travel_Frequently       945 Research & Development
## 120  990  31        No     Travel_Rarely       408 Research & Development
## 121  991  39        No     Travel_Rarely      1383        Human Resources
## 122  992  24        No     Travel_Rarely       581 Research & Development
## 123  993  30        No     Travel_Rarely      1240        Human Resources
## 124  994  40        No Travel_Frequently      1184                  Sales
## 125  995  38        No        Non-Travel       152                  Sales
## 126  996  34        No     Travel_Rarely       665 Research & Development
## 127  997  38        No Travel_Frequently      1391 Research & Development
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## 228 1098  30       Yes Travel_Frequently       600        Human Resources
## 229 1099  32        No     Travel_Rarely      1062 Research & Development
## 230 1100  37       Yes     Travel_Rarely       370 Research & Development
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## 234 1104  53        No     Travel_Rarely       661                  Sales
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## 236 1106  29        No Travel_Frequently       490 Research & Development
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## 260 1130  22        No     Travel_Rarely       217 Research & Development
## 261 1131  31        No Travel_Frequently      1327 Research & Development
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## 268 1138  41        No Travel_Frequently      1018                  Sales
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## 272 1142  42        No     Travel_Rarely       691                  Sales
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## 274 1144  28        No     Travel_Rarely       821                  Sales
## 275 1145  44        No Travel_Frequently       602        Human Resources
## 276 1146  45        No     Travel_Rarely       374                  Sales
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## 295 1165  26       Yes Travel_Frequently       887 Research & Development
## 296 1166  32        No Travel_Frequently       116 Research & Development
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## 298 1168  30        No     Travel_Rarely      1082                  Sales
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##     DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
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##     EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                         1   Male         92              3        2
## 2                         2 Female         53              3        1
## 3                         1   Male         85              4        4
## 4                         1   Male         66              4        1
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## 299                       1 Female         66              2        1
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##                       JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1             Sales Executive               4       Married       19246
## 2          Research Scientist               4        Single       17241
## 3             Sales Executive               3        Single        9277
## 4       Laboratory Technician               2       Married        9238
## 5       Laboratory Technician               1      Divorced       16290
## 6        Sales Representative               4       Married        3335
## 7             Sales Executive               2       Married       15480
## 8       Laboratory Technician               3        Single       25308
## 9          Research Scientist               3      Divorced       22310
## 10     Manufacturing Director               2        Single       24439
## 11            Sales Executive               4      Divorced       15986
## 12      Laboratory Technician               2       Married        6762
## 13            Sales Executive               3       Married        3487
## 14            Sales Executive               4       Married       24008
## 15            Sales Executive               2       Married        3687
## 16     Manufacturing Director               3       Married       10022
## 17  Healthcare Representative               3      Divorced       21143
## 18     Manufacturing Director               1      Divorced        4187
## 19      Laboratory Technician               4      Divorced        9528
## 20            Human Resources               3        Single        7108
## 21         Research Scientist               4        Single       22455
## 22            Sales Executive               2       Married       17799
## 23            Sales Executive               4        Single       13596
## 24            Sales Executive               4      Divorced       16673
## 25  Healthcare Representative               2      Divorced       20948
## 26     Manufacturing Director               4      Divorced       19989
## 27            Sales Executive               1        Single       10092
## 28                    Manager               3       Married       26582
## 29            Sales Executive               1        Single       23553
## 30         Research Scientist               3       Married       11868
## 31      Laboratory Technician               2       Married       16632
## 32            Sales Executive               3       Married        9282
## 33            Sales Executive               3      Divorced       13693
## 34      Laboratory Technician               4       Married        4060
## 35                    Manager               4       Married        5404
## 36            Sales Executive               2       Married       13401
## 37  Healthcare Representative               1       Married        3142
## 38     Manufacturing Director               4      Divorced       23177
## 39      Laboratory Technician               3        Single       11179
## 40         Research Scientist               1        Single       15178
## 41          Research Director               4       Married       18625
## 42            Human Resources               2       Married        5224
## 43      Laboratory Technician               1       Married       25605
## 44                    Manager               1        Single        5615
## 45     Manufacturing Director               3        Single       23371
## 46      Laboratory Technician               3        Single       24812
## 47         Research Scientist               1       Married       12719
## 48            Sales Executive               4        Single        9125
## 49       Sales Representative               2       Married       23384
## 50      Laboratory Technician               1       Married        9964
## 51       Sales Representative               2        Single       18398
## 52      Laboratory Technician               4       Married        4892
## 53      Laboratory Technician               3      Divorced        7858
## 54            Human Resources               1       Married       12858
## 55                    Manager               3       Married       18685
## 56      Laboratory Technician               3       Married       22495
## 57            Sales Executive               4       Married       11693
## 58          Research Director               3       Married        3376
## 59      Laboratory Technician               4      Divorced        7324
## 60      Laboratory Technician               4        Single       11864
## 61            Sales Executive               3      Divorced       12313
## 62          Research Director               4        Single       19373
## 63            Sales Executive               1       Married       19566
## 64      Laboratory Technician               4      Divorced       13384
## 65      Laboratory Technician               1        Single       13008
## 66      Laboratory Technician               1        Single       16998
## 67  Healthcare Representative               1      Divorced       12368
## 68     Manufacturing Director               4        Single       25150
## 69         Research Scientist               4        Single        5340
## 70       Sales Representative               2       Married        3692
## 71      Laboratory Technician               1        Single       21831
## 72            Sales Executive               3       Married        4658
## 73            Sales Executive               1        Single        2354
## 74     Manufacturing Director               4       Married        4658
## 75       Sales Representative               3        Single        9724
## 76  Healthcare Representative               4      Divorced       24483
## 77       Sales Representative               2        Single        4567
## 78         Research Scientist               4      Divorced        3032
## 79            Human Resources               3      Divorced       22808
## 80            Sales Executive               3        Single       10339
## 81         Research Scientist               3       Married        6161
## 82            Sales Executive               1       Married       22217
## 83  Healthcare Representative               2        Single       13848
## 84      Laboratory Technician               4        Single       19826
## 85      Laboratory Technician               2        Single        8770
## 86            Human Resources               3       Married        6595
## 87     Manufacturing Director               4        Single       21698
## 88      Laboratory Technician               3        Single       11135
## 89            Sales Executive               3        Single       11591
## 90          Research Director               2        Single       25761
## 91         Research Scientist               4        Single       22673
## 92         Research Scientist               4      Divorced       24447
## 93  Healthcare Representative               1      Divorced        4284
## 94            Human Resources               2       Married       18767
## 95         Research Scientist               4       Married       26897
## 96          Research Director               3      Divorced       16701
## 97         Research Scientist               1        Single        8489
## 98            Sales Executive               3       Married        3809
## 99                    Manager               1       Married        9490
## 100     Laboratory Technician               2      Divorced       14180
## 101           Sales Executive               4        Single        5099
## 102 Healthcare Representative               4       Married       17369
## 103     Laboratory Technician               3        Single        6842
## 104        Research Scientist               2        Single       11757
## 105    Manufacturing Director               3      Divorced       24117
## 106        Research Scientist               4        Single       14961
## 107 Healthcare Representative               3        Single       13119
## 108        Research Scientist               1        Single       22154
## 109    Manufacturing Director               3       Married       23457
## 110                   Manager               3       Married       12124
## 111      Sales Representative               3       Married       26204
## 112           Sales Executive               4       Married       11563
## 113     Laboratory Technician               4        Single        3300
## 114      Sales Representative               3        Single       21378
## 115           Sales Executive               4       Married       14369
## 116        Research Scientist               3        Single       15318
## 117        Research Scientist               4       Married        4223
## 118           Sales Executive               4       Married       23343
## 119    Manufacturing Director               1        Single        5083
## 120        Research Scientist               2        Single        7551
## 121           Human Resources               4       Married        7790
## 122        Research Scientist               3       Married       17616
## 123           Human Resources               4       Married       13982
## 124           Sales Executive               2       Married       25440
## 125           Sales Executive               4        Single       19899
## 126        Research Scientist               3        Single       12482
## 127        Research Scientist               3       Married       12127
## 128         Research Director               4        Single        5652
## 129           Sales Executive               4      Divorced        6812
## 130     Laboratory Technician               4        Single       18016
## 131           Human Resources               2      Divorced       10425
## 132      Sales Representative               3        Single       25751
## 133        Research Scientist               2      Divorced       25518
## 134    Manufacturing Director               4      Divorced        7389
## 135        Research Scientist               1       Married       16530
## 136           Sales Executive               4       Married       16495
## 137      Sales Representative               3        Single       13251
## 138 Healthcare Representative               4      Divorced       18899
## 139                   Manager               3      Divorced       18640
## 140      Sales Representative               3       Married       16047
## 141    Manufacturing Director               3      Divorced       22573
## 142        Research Scientist               2      Divorced       15000
## 143           Sales Executive               2       Married       24624
## 144     Laboratory Technician               1       Married        6208
## 145           Sales Executive               1        Single       22967
## 146     Laboratory Technician               2      Divorced        5855
## 147     Laboratory Technician               1      Divorced        8007
## 148           Sales Executive               2       Married       11439
## 149           Sales Executive               4       Married        8053
## 150        Research Scientist               4        Single       13493
## 151           Sales Executive               2       Married       16177
## 152           Sales Executive               4        Single       15276
## 153        Research Scientist               4      Divorced        5141
## 154 Healthcare Representative               3       Married        3395
## 155                   Manager               1      Divorced       12888
## 156                   Manager               4        Single       15302
## 157           Human Resources               1       Married       17822
## 158           Sales Executive               4        Single       12090
## 159           Sales Executive               3        Single       24785
## 160           Human Resources               1       Married        2326
## 161           Sales Executive               2       Married       20497
## 162           Human Resources               4        Single        5033
## 163         Research Director               4      Divorced        8842
## 164        Research Scientist               3       Married       14908
## 165     Laboratory Technician               3      Divorced       23099
## 166        Research Scientist               3        Single       26999
## 167           Sales Executive               4        Single       22807
## 168           Human Resources               2       Married        6729
## 169         Research Director               3        Single        7914
## 170 Healthcare Representative               3       Married       25549
## 171     Laboratory Technician               2        Single       11652
## 172        Research Scientist               1        Single        3339
## 173           Sales Executive               4       Married       12695
## 174           Sales Executive               4       Married        2823
## 175        Research Scientist               3        Single        2122
## 176     Laboratory Technician               2      Divorced        7160
## 177    Manufacturing Director               2       Married        7653
## 178                   Manager               2       Married       23364
## 179        Research Scientist               3        Single       25681
## 180           Sales Executive               4      Divorced       22098
## 181    Manufacturing Director               4       Married       14618
## 182     Laboratory Technician               4        Single        7703
## 183 Healthcare Representative               3      Divorced        2227
## 184        Research Scientist               3      Divorced        9834
## 185        Research Scientist               4        Single        6297
## 186     Laboratory Technician               1       Married        9396
## 187    Manufacturing Director               1       Married        9679
## 188                   Manager               4       Married        7744
## 189           Human Resources               2      Divorced       12832
## 190        Research Scientist               2       Married       19911
## 191        Research Scientist               3       Married        2721
## 192    Manufacturing Director               4      Divorced       17000
## 193 Healthcare Representative               4      Divorced        5335
## 194      Sales Representative               4      Divorced       25103
## 195 Healthcare Representative               3      Divorced       17056
## 196     Laboratory Technician               1       Married        4344
## 197        Research Scientist               3       Married       12549
## 198                   Manager               1       Married        3854
## 199           Sales Executive               1       Married       17456
## 200      Sales Representative               2       Married        9983
## 201      Sales Representative               4       Married        6527
## 202    Manufacturing Director               1       Married        4156
## 203      Sales Representative               4        Single        5050
## 204 Healthcare Representative               3       Married        9128
## 205           Sales Executive               1       Married       20328
## 206                   Manager               1       Married       24097
## 207                   Manager               3      Divorced       10735
## 208     Laboratory Technician               3      Divorced       18624
## 209        Research Scientist               2        Single       26285
## 210        Research Scientist               3      Divorced       12932
## 211        Research Scientist               3        Single        2725
## 212        Research Scientist               4       Married        8952
## 213      Sales Representative               1       Married       26956
## 214           Sales Executive               3       Married       18659
## 215    Manufacturing Director               3        Single        8787
## 216           Sales Executive               1       Married       23772
## 217           Sales Executive               3       Married       20943
## 218        Research Scientist               3       Married       20471
## 219        Research Scientist               4       Married       10077
## 220           Sales Executive               4       Married        7100
## 221           Sales Executive               2      Divorced       11866
## 222           Sales Executive               4      Divorced       10436
## 223         Research Director               4      Divorced       10056
## 224           Sales Executive               2      Divorced       11591
## 225 Healthcare Representative               1      Divorced       18384
## 226    Manufacturing Director               2       Married       15701
## 227        Research Scientist               1       Married       18697
## 228           Human Resources               4      Divorced        9732
## 229     Laboratory Technician               2       Married        3956
## 230    Manufacturing Director               1        Single        4992
## 231                   Manager               3       Married        6499
## 232           Sales Executive               2      Divorced       22553
## 233           Sales Executive               4       Married       19682
## 234           Sales Executive               4       Married       20715
## 235        Research Scientist               4        Single       23293
## 236        Research Scientist               2      Divorced       17940
## 237        Research Scientist               1       Married       14377
## 238           Human Resources               3        Single       26894
## 239           Sales Executive               3        Single       12916
## 240           Sales Executive               1       Married       15975
## 241 Healthcare Representative               3       Married       12250
## 242                   Manager               4       Married       11038
## 243                   Manager               3       Married       24619
## 244           Sales Executive               3       Married       23452
## 245 Healthcare Representative               3        Single       13084
## 246        Research Scientist               1       Married       23844
## 247    Manufacturing Director               2        Single       21123
## 248     Laboratory Technician               4       Married       16392
## 249 Healthcare Representative               2      Divorced        9255
## 250      Sales Representative               3      Divorced        2912
## 251           Sales Executive               1      Divorced       16586
## 252                   Manager               4        Single       16154
## 253        Research Scientist               1       Married        5771
## 254                   Manager               4       Married       20462
## 255        Research Scientist               3       Married       21643
## 256      Sales Representative               1        Single       20989
## 257     Laboratory Technician               3       Married       14168
## 258     Laboratory Technician               3       Married       21821
## 259                   Manager               2        Single       15896
## 260     Laboratory Technician               1       Married        6881
## 261         Research Director               3      Divorced       13523
## 262                   Manager               2      Divorced       17334
## 263 Healthcare Representative               4       Married        5718
## 264     Laboratory Technician               2        Single       23826
## 265     Laboratory Technician               1        Single       10224
## 266     Laboratory Technician               1       Married       11141
## 267     Laboratory Technician               1       Married       17663
## 268           Sales Executive               1      Divorced        4297
## 269           Sales Executive               3      Divorced        9647
## 270         Research Director               3       Married        3525
## 271 Healthcare Representative               4       Married       14408
## 272           Sales Executive               2       Married       21173
## 273 Healthcare Representative               3        Single       22245
## 274           Sales Executive               4        Single       24252
## 275           Human Resources               4       Married       10503
## 276           Sales Executive               3        Single       23333
## 277     Laboratory Technician               3       Married       10228
## 278     Laboratory Technician               3      Divorced       16031
## 279        Research Scientist               4      Divorced        5598
## 280 Healthcare Representative               4       Married       15830
## 281        Research Scientist               3      Divorced       15748
## 282           Sales Executive               4        Single       20392
## 283        Research Scientist               3        Single       16885
## 284     Laboratory Technician               4       Married       22955
## 285    Manufacturing Director               1       Married        5549
## 286 Healthcare Representative               2        Single        7192
## 287      Sales Representative               3      Divorced       23522
## 288        Research Scientist               2       Married       19573
## 289        Research Scientist               3       Married        7950
## 290    Manufacturing Director               2      Divorced        2819
## 291        Research Scientist               3        Single       10826
## 292    Manufacturing Director               3        Single       15397
## 293     Laboratory Technician               4       Married        7003
## 294    Manufacturing Director               4        Single       23848
## 295        Research Scientist               3       Married       20898
## 296     Laboratory Technician               2       Married        7331
## 297 Healthcare Representative               4       Married       26542
## 298           Sales Executive               3        Single       19558
## 299        Research Scientist               3      Divorced        5013
## 300        Research Scientist               1       Married       22977
##     NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1                    1      Y       No                20                 4
## 2                    3      Y       No                18                 3
## 3                    6      Y      Yes                17                 3
## 4                    1      Y       No                22                 4
## 5                    1      Y       No                11                 3
## 6                    3      Y       No                14                 3
## 7                    0      Y       No                13                 3
## 8                    1      Y       No                20                 4
## 9                    1      Y       No                25                 4
## 10                   3      Y       No                16                 3
## 11                   4      Y       No                11                 3
## 12                   3      Y       No                22                 4
## 13                   1      Y       No                14                 3
## 14                   0      Y       No                19                 3
## 15                   2      Y       No                19                 3
## 16                   0      Y      Yes                19                 3
## 17                   8      Y       No                17                 3
## 18                   3      Y       No                14                 3
## 19                   3      Y       No                22                 4
## 20                   1      Y       No                17                 3
## 21                   1      Y       No                13                 3
## 22                   3      Y       No                12                 3
## 23                   1      Y       No                16                 3
## 24                   1      Y      Yes                20                 4
## 25                   3      Y       No                14                 3
## 26                   3      Y       No                14                 3
## 27                   2      Y      Yes                20                 4
## 28                   0      Y      Yes                13                 3
## 29                   1      Y       No                12                 3
## 30                   4      Y       No                13                 3
## 31                   9      Y       No                12                 3
## 32                   7      Y       No                12                 3
## 33                   8      Y       No                14                 3
## 34                   8      Y       No                19                 3
## 35                   3      Y       No                13                 3
## 36                   0      Y       No                17                 3
## 37                   2      Y      Yes                13                 3
## 38                   7      Y       No                16                 3
## 39                   1      Y      Yes                13                 3
## 40                   1      Y       No                13                 3
## 41                   3      Y       No                14                 3
## 42                   0      Y      Yes                11                 3
## 43                   4      Y       No                17                 3
## 44                   2      Y       No                12                 3
## 45                   6      Y       No                14                 3
## 46                   0      Y       No                14                 3
## 47                   1      Y       No                25                 4
## 48                   1      Y       No                13                 3
## 49                   1      Y       No                22                 4
## 50                   4      Y      Yes                20                 4
## 51                   0      Y       No                14                 3
## 52                   1      Y       No                19                 3
## 53                   7      Y       No                14                 3
## 54                   7      Y       No                16                 3
## 55                   3      Y       No                25                 4
## 56                   3      Y      Yes                13                 3
## 57                   1      Y       No                15                 3
## 58                   3      Y       No                12                 3
## 59                   1      Y      Yes                13                 3
## 60                   0      Y       No                13                 3
## 61                   1      Y      Yes                14                 3
## 62                   3      Y       No                15                 3
## 63                   1      Y       No                16                 3
## 64                   9      Y      Yes                14                 3
## 65                   1      Y       No                19                 3
## 66                   2      Y      Yes                11                 3
## 67                   7      Y       No                16                 3
## 68                   2      Y       No                15                 3
## 69                   7      Y       No                13                 3
## 70                   1      Y       No                19                 3
## 71                   3      Y       No                14                 3
## 72                   2      Y       No                11                 3
## 73                   7      Y       No                11                 3
## 74                   0      Y       No                18                 3
## 75                   1      Y       No                12                 3
## 76                   1      Y       No                19                 3
## 77                   1      Y       No                13                 3
## 78                   1      Y       No                22                 4
## 79                   0      Y      Yes                11                 3
## 80                   4      Y      Yes                12                 3
## 81                   3      Y       No                22                 4
## 82                   1      Y       No                14                 3
## 83                   3      Y       No                15                 3
## 84                   0      Y      Yes                14                 3
## 85                   9      Y       No                15                 3
## 86                   4      Y       No                21                 4
## 87                   4      Y       No                11                 3
## 88                   9      Y       No                12                 3
## 89                   3      Y      Yes                16                 3
## 90                   7      Y      Yes                12                 3
## 91                   1      Y       No                19                 3
## 92                   1      Y       No                17                 3
## 93                   2      Y       No                15                 3
## 94                   9      Y       No                15                 3
## 95                   1      Y       No                11                 3
## 96                   5      Y      Yes                12                 3
## 97                   1      Y       No                14                 3
## 98                   1      Y       No                13                 3
## 99                   2      Y       No                22                 4
## 100                  2      Y      Yes                13                 3
## 101                  1      Y       No                14                 3
## 102                  0      Y      Yes                11                 3
## 103                  0      Y      Yes                11                 3
## 104                  1      Y       No                13                 3
## 105                  1      Y       No                15                 3
## 106                  1      Y      Yes                13                 3
## 107                  2      Y       No                13                 3
## 108                  0      Y       No                13                 3
## 109                  1      Y      Yes                20                 4
## 110                  2      Y       No                13                 3
## 111                  0      Y       No                23                 4
## 112                  2      Y      Yes                19                 3
## 113                  7      Y       No                15                 3
## 114                  0      Y       No                18                 3
## 115                  4      Y       No                13                 3
## 116                  3      Y      Yes                14                 3
## 117                  0      Y      Yes                11                 3
## 118                  4      Y       No                12                 3
## 119                  1      Y      Yes                13                 3
## 120                  0      Y      Yes                16                 3
## 121                  8      Y       No                11                 3
## 122                  1      Y       No                16                 3
## 123                  0      Y      Yes                19                 3
## 124                  5      Y       No                12                 3
## 125                  1      Y      Yes                13                 3
## 126                  1      Y       No                14                 3
## 127                  0      Y       No                17                 3
## 128                  6      Y       No                19                 3
## 129                  6      Y       No                13                 3
## 130                  1      Y      Yes                24                 4
## 131                  8      Y      Yes                22                 4
## 132                  3      Y       No                19                 3
## 133                  0      Y       No                13                 3
## 134                  5      Y       No                13                 3
## 135                  8      Y       No                12                 3
## 136                  3      Y      Yes                12                 3
## 137                  1      Y       No                19                 3
## 138                  9      Y       No                14                 3
## 139                  3      Y       No                18                 3
## 140                  2      Y      Yes                20                 4
## 141                  6      Y       No                11                 3
## 142                  6      Y       No                15                 3
## 143                  1      Y      Yes                11                 3
## 144                  4      Y       No                17                 3
## 145                  5      Y       No                15                 3
## 146                  5      Y       No                12                 3
## 147                  0      Y      Yes                11                 3
## 148                  1      Y       No                13                 3
## 149                  2      Y       No                12                 3
## 150                  1      Y       No                15                 3
## 151                  0      Y       No                19                 3
## 152                  4      Y       No                15                 3
## 153                  8      Y       No                14                 3
## 154                  3      Y       No                23                 4
## 155                  4      Y       No                13                 3
## 156                  2      Y       No                13                 3
## 157                  3      Y       No                12                 3
## 158                  1      Y      Yes                11                 3
## 159                  9      Y       No                14                 3
## 160                  9      Y       No                14                 3
## 161                  0      Y      Yes                13                 3
## 162                  0      Y       No                13                 3
## 163                  1      Y      Yes                16                 3
## 164                  1      Y      Yes                13                 3
## 165                  3      Y       No                11                 3
## 166                  1      Y      Yes                11                 3
## 167                  1      Y       No                23                 4
## 168                  2      Y       No                15                 3
## 169                  7      Y       No                21                 4
## 170                  4      Y       No                12                 3
## 171                  0      Y       No                11                 3
## 172                  3      Y      Yes                11                 3
## 173                  0      Y       No                19                 3
## 174                  1      Y      Yes                14                 3
## 175                  1      Y       No                14                 3
## 176                  1      Y       No                15                 3
## 177                  4      Y       No                11                 3
## 178                  6      Y       No                11                 3
## 179                  1      Y      Yes                13                 3
## 180                  6      Y      Yes                14                 3
## 181                  0      Y       No                16                 3
## 182                  1      Y       No                13                 3
## 183                  4      Y      Yes                14                 3
## 184                  5      Y       No                18                 3
## 185                  2      Y       No                13                 3
## 186                  5      Y       No                13                 3
## 187                  5      Y       No                19                 3
## 188                  5      Y      Yes                22                 4
## 189                  2      Y       No                13                 3
## 190                  0      Y       No                17                 3
## 191                  0      Y       No                24                 4
## 192                  1      Y       No                13                 3
## 193                  3      Y       No                23                 4
## 194                  1      Y      Yes                21                 4
## 195                  2      Y      Yes                13                 3
## 196                  1      Y       No                14                 3
## 197                  2      Y       No                14                 3
## 198                  5      Y       No                11                 3
## 199                  0      Y       No                14                 3
## 200                  7      Y       No                15                 3
## 201                  8      Y       No                14                 3
## 202                  1      Y       No                12                 3
## 203                  1      Y       No                17                 3
## 204                  3      Y       No                16                 3
## 205                  4      Y       No                16                 3
## 206                  8      Y       No                23                 4
## 207                  4      Y       No                11                 3
## 208                  1      Y       No                11                 3
## 209                  4      Y       No                12                 3
## 210                  2      Y       No                11                 3
## 211                  2      Y       No                14                 3
## 212                  1      Y       No                12                 3
## 213                  1      Y       No                19                 3
## 214                  9      Y       No                11                 3
## 215                  0      Y       No                21                 4
## 216                  5      Y      Yes                21                 4
## 217                  1      Y       No                19                 3
## 218                  6      Y      Yes                13                 3
## 219                  0      Y      Yes                12                 3
## 220                  1      Y      Yes                11                 3
## 221                  1      Y      Yes                14                 3
## 222                  1      Y       No                24                 4
## 223                  1      Y      Yes                14                 3
## 224                  7      Y       No                12                 3
## 225                  1      Y       No                12                 3
## 226                  6      Y       No                12                 3
## 227                  2      Y       No                14                 3
## 228                  6      Y       No                11                 3
## 229                  1      Y       No                13                 3
## 230                  1      Y       No                15                 3
## 231                  1      Y       No                14                 3
## 232                  7      Y       No                12                 3
## 233                  3      Y       No                18                 3
## 234                  7      Y      Yes                18                 3
## 235                  2      Y       No                18                 3
## 236                  0      Y       No                14                 3
## 237                  1      Y      Yes                14                 3
## 238                  4      Y       No                11                 3
## 239                  1      Y       No                14                 3
## 240                  0      Y       No                16                 3
## 241                  1      Y       No                12                 3
## 242                  3      Y      Yes                14                 3
## 243                  7      Y      Yes                12                 3
## 244                  3      Y      Yes                14                 3
## 245                  2      Y       No                23                 4
## 246                  0      Y       No                19                 3
## 247                  2      Y      Yes                12                 3
## 248                  0      Y       No                11                 3
## 249                  2      Y      Yes                13                 3
## 250                  1      Y      Yes                18                 3
## 251                  4      Y      Yes                13                 3
## 252                  2      Y       No                22                 4
## 253                  1      Y       No                21                 4
## 254                  9      Y       No                23                 4
## 255                  0      Y       No                17                 3
## 256                  0      Y       No                21                 4
## 257                  1      Y      Yes                16                 3
## 258                  8      Y       No                20                 4
## 259                  1      Y       No                19                 3
## 260                  1      Y       No                15                 3
## 261                  9      Y       No                12                 3
## 262                  6      Y      Yes                13                 3
## 263                  1      Y       No                13                 3
## 264                  1      Y       No                22                 4
## 265                  7      Y       No                22                 4
## 266                  1      Y       No                16                 3
## 267                  6      Y       No                20                 4
## 268                  0      Y       No                17                 3
## 269                  0      Y       No                12                 3
## 270                  1      Y       No                24                 4
## 271                  0      Y       No                21                 4
## 272                  0      Y       No                11                 3
## 273                  7      Y       No                14                 3
## 274                  1      Y       No                14                 3
## 275                  4      Y      Yes                11                 3
## 276                  8      Y       No                15                 3
## 277                  2      Y       No                12                 3
## 278                  8      Y       No                12                 3
## 279                  1      Y       No                15                 3
## 280                  1      Y       No                19                 3
## 281                  1      Y       No                11                 3
## 282                  3      Y       No                20                 4
## 283                  3      Y       No                12                 3
## 284                  1      Y      Yes                11                 3
## 285                  1      Y       No                14                 3
## 286                  3      Y       No                18                 3
## 287                  6      Y      Yes                19                 3
## 288                  4      Y      Yes                22                 4
## 289                  1      Y       No                13                 3
## 290                  6      Y       No                20                 4
## 291                  1      Y      Yes                11                 3
## 292                  4      Y      Yes                14                 3
## 293                  1      Y       No                13                 3
## 294                  4      Y       No                17                 3
## 295                  1      Y      Yes                14                 3
## 296                  1      Y       No                20                 4
## 297                  4      Y       No                20                 4
## 298                  0      Y       No                11                 3
## 299                  0      Y       No                12                 3
## 300                  1      Y      Yes                12                 3
##     RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1                          3            80                1                 7
## 2                          1            80                0                 5
## 3                          3            80                0                24
## 4                          2            80                0                 5
## 5                          1            80                2                 7
## 6                          3            80                1                19
## 7                          1            80                1                 8
## 8                          3            80                0                 2
## 9                          3            80                3                10
## 10                         2            80                0                29
## 11                         1            80                1                28
## 12                         3            80                1                 7
## 13                         1            80                1                 6
## 14                         2            80                1                 5
## 15                         2            80                2                10
## 16                         1            80                1                 4
## 17                         4            80                2                11
## 18                         3            80                1                 7
## 19                         4            80                1                10
## 20                         2            80                0                 6
## 21                         3            80                0                 9
## 22                         2            80                1                 9
## 23                         4            80                0                 9
## 24                         2            80                2                 6
## 25                         2            80                2                29
## 26                         3            80                1                12
## 27                         3            80                0                11
## 28                         4            80                0                21
## 29                         4            80                0                10
## 30                         2            80                1                 6
## 31                         4            80                1                 6
## 32                         3            80                1                11
## 33                         3            80                1                18
## 34                         3            80                2                 8
## 35                         2            80                1                26
## 36                         3            80                1                 4
## 37                         3            80                1                21
## 38                         3            80                2                 8
## 39                         3            80                0                 2
## 40                         4            80                0                 1
## 41                         2            80                1                25
## 42                         2            80                1                 7
## 43                         4            80                1                 7
## 44                         4            80                0                14
## 45                         2            80                0                 8
## 46                         2            80                0                 5
## 47                         3            80                1                 3
## 48                         1            80                0                 5
## 49                         2            80                0                 1
## 50                         1            80                3                12
## 51                         1            80                0                 4
## 52                         4            80                0                 1
## 53                         2            80                1                 9
## 54                         1            80                1                10
## 55                         3            80                1                36
## 56                         3            80                1                10
## 57                         3            80                2                10
## 58                         1            80                1                20
## 59                         2            80                2                 1
## 60                         3            80                0                 8
## 61                         3            80                1                15
## 62                         4            80                0                10
## 63                         3            80                1                10
## 64                         4            80                1                 3
## 65                         2            80                0                 1
## 66                         3            80                0                 4
## 67                         3            80                1                17
## 68                         4            80                0                18
## 69                         1            80                0                18
## 70                         4            80                1                 1
## 71                         2            80                0                15
## 72                         1            80                1                11
## 73                         4            80                0                28
## 74                         2            80                1                 4
## 75                         1            80                0                 0
## 76                         4            80                1                 6
## 77                         2            80                0                 1
## 78                         2            80                2                 3
## 79                         2            80                1                 8
## 80                         4            80                0                 8
## 81                         2            80                2                10
## 82                         2            80                1                 8
## 83                         1            80                0                 8
## 84                         3            80                0                 6
## 85                         3            80                0                 9
## 86                         3            80                2                 9
## 87                         1            80                0                37
## 88                         2            80                0                10
## 89                         4            80                0                21
## 90                         4            80                0                40
## 91                         1            80                0                 6
## 92                         1            80                2                 9
## 93                         3            80                1                13
## 94                         3            80                1                12
## 95                         3            80                2                 2
## 96                         4            80                1                29
## 97                         2            80                0                 5
## 98                         2            80                2                10
## 99                         3            80                1                32
## 100                        4            80                1                 5
## 101                        1            80                0                 7
## 102                        3            80                2                10
## 103                        3            80                0                 5
## 104                        4            80                0                 1
## 105                        2            80                2                 5
## 106                        3            80                0                 4
## 107                        4            80                0                19
## 108                        1            80                0                 6
## 109                        2            80                1                17
## 110                        3            80                1                23
## 111                        1            80                2                 6
## 112                        3            80                1                15
## 113                        2            80                0                 6
## 114                        4            80                0                 5
## 115                        1            80                1                 8
## 116                        1            80                0                 8
## 117                        2            80                1                 1
## 118                        3            80                1                 7
## 119                        3            80                0                21
## 120                        4            80                0                 3
## 121                        3            80                2                13
## 122                        4            80                1                 5
## 123                        4            80                0                12
## 124                        4            80                3                 5
## 125                        2            80                0                 6
## 126                        3            80                0                16
## 127                        2            80                1                 3
## 128                        4            80                0                29
## 129                        2            80                1                12
## 130                        3            80                0                 1
## 131                        4            80                1                16
## 132                        1            80                0                 5
## 133                        3            80                2                10
## 134                        3            80                3                20
## 135                        4            80                1                10
## 136                        3            80                0                 9
## 137                        1            80                0                 2
## 138                        2            80                1                10
## 139                        2            80                1                26
## 140                        4            80                1                13
## 141                        2            80                2                17
## 142                        3            80                1                12
## 143                        4            80                0                13
## 144                        3            80                1                11
## 145                        3            80                0                 9
## 146                        3            80                1                 8
## 147                        3            80                1                10
## 148                        1            80                2                10
## 149                        3            80                1                12
## 150                        4            80                0                 0
## 151                        2            80                1                 9
## 152                        2            80                0                 7
## 153                        2            80                3                 7
## 154                        4            80                1                25
## 155                        2            80                1                21
## 156                        3            80                0                21
## 157                        4            80                0                 9
## 158                        2            80                0                 5
## 159                        1            80                0                 4
## 160                        4            80                1                24
## 161                        1            80                3                 4
## 162                        2            80                0                10
## 163                        2            80                1                 9
## 164                        3            80                1                 1
## 165                        3            80                2                11
## 166                        4            80                0                 1
## 167                        2            80                0                 6
## 168                        3            80                1                16
## 169                        3            80                0                 9
## 170                        1            80                1                11
## 171                        2            80                0                 6
## 172                        2            80                0                 6
## 173                        3            80                2                10
## 174                        4            80                1                18
## 175                        3            80                0                 5
## 176                        1            80                2                 1
## 177                        1            80                2                 7
## 178                        2            80                2                12
## 179                        4            80                0                 8
## 180                        4            80                2                 7
## 181                        2            80                1                34
## 182                        1            80                0                 8
## 183                        4            80                0                 8
## 184                        2            80                1                 6
## 185                        3            80                0                 6
## 186                        3            80                1                 6
## 187                        3            80                1                 6
## 188                        3            80                1                22
## 189                        3            80                0                19
## 190                        1            80                0                 6
## 191                        1            80                1                13
## 192                        1            80                1                 9
## 193                        3            80                1                15
## 194                        2            80                1                 3
## 195                        4            80                1                12
## 196                        4            80                1                 5
## 197                        2            80                3                20
## 198                        4            80                0                33
## 199                        1            80                2                 5
## 200                        4            80                1                 4
## 201                        2            80                1                 5
## 202                        2            80                1                13
## 203                        4            80                0                 2
## 204                        3            80                1                10
## 205                        3            80                1                 6
## 206                        1            80                0                28
## 207                        4            80                1                26
## 208                        1            80                1                10
## 209                        4            80                0                10
## 210                        2            80                1                19
## 211                        4            80                0                 8
## 212                        4            80                1                 4
## 213                        1            80                1                 1
## 214                        3            80                0                15
## 215                        2            80                0                10
## 216                        3            80                1                20
## 217                        3            80                1                 6
## 218                        2            80                1                 6
## 219                        3            80                1                 6
## 220                        4            80                0                 6
## 221                        1            80                2                 7
## 222                        1            80                1                15
## 223                        3            80                3                10
## 224                        2            80                1                 7
## 225                        4            80                2                 6
## 226                        2            80                1                 8
## 227                        1            80                1                17
## 228                        3            80                1                 6
## 229                        3            80                1                 8
## 230                        2            80                0                10
## 231                        2            80                1                21
## 232                        3            80                2                 8
## 233                        4            80                1                13
## 234                        4            80                1                35
## 235                        3            80                0                 8
## 236                        4            80                2                 8
## 237                        4            80                2                 9
## 238                        2            80                0                10
## 239                        4            80                0                 7
## 240                        4            80                1                 6
## 241                        4            80                1                15
## 242                        3            80                1                14
## 243                        4            80                0                15
## 244                        1            80                1                18
## 245                        2            80                0                25
## 246                        4            80                1                 8
## 247                        4            80                0                18
## 248                        1            80                3                10
## 249                        4            80                1                24
## 250                        4            80                2                 8
## 251                        2            80                1                20
## 252                        3            80                0                27
## 253                        2            80                0                10
## 254                        4            80                1                22
## 255                        4            80                0                 2
## 256                        1            80                0                 1
## 257                        4            80                1                 6
## 258                        2            80                1                 9
## 259                        2            80                0                22
## 260                        1            80                1                 4
## 261                        1            80                1                 9
## 262                        4            80                2                21
## 263                        2            80                2                10
## 264                        2            80                0                 4
## 265                        1            80                0                10
## 266                        1            80                2                 6
## 267                        2            80                1                17
## 268                        4            80                1                10
## 269                        3            80                2                17
## 270                        1            80                1                14
## 271                        2            80                1                10
## 272                        4            80                1                10
## 273                        2            80                0                27
## 274                        2            80                0                 4
## 275                        3            80                0                14
## 276                        3            80                0                 8
## 277                        1            80                0                 6
## 278                        2            80                1                 4
## 279                        1            80                3                 3
## 280                        1            80                3                11
## 281                        4            80                3                 4
## 282                        2            80                0                 8
## 283                        4            80                0                20
## 284                        4            80                0                 1
## 285                        3            80                0                16
## 286                        3            80                0                21
## 287                        3            80                3                 5
## 288                        4            80                1                15
## 289                        3            80                1                 4
## 290                        4            80                2                 7
## 291                        3            80                0                 6
## 292                        4            80                0                10
## 293                        2            80                0                11
## 294                        4            80                0                12
## 295                        1            80                1                 8
## 296                        3            80                1                 2
## 297                        4            80                1                14
## 298                        2            80                0                 6
## 299                        3            80                2                 6
## 300                        1            80                1                 8
##     TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1                       5               3              7                  7
## 2                       4               3              3                  2
## 3                       2               2             19                  7
## 4                       3               3              5                  4
## 5                       3               3              7                  7
## 6                       6               4              1                  0
## 7                       2               4              7                  7
## 8                       2               1              2                  2
## 9                       2               2             10                  7
## 10                      1               2              5                  2
## 11                      1               4              7                  7
## 12                      3               3              4                  2
## 13                      5               2              6                  0
## 14                      3               3              4                  2
## 15                      2               3              0                  0
## 16                      3               4              3                  2
## 17                      3               3              7                  0
## 18                      3               3              0                  0
## 19                      3               2              7                  7
## 20                      2               1              5                  4
## 21                      4               3              9                  8
## 22                      3               3              4                  2
## 23                      3               3              9                  8
## 24                      3               3              6                  5
## 25                      3               3              8                  7
## 26                      4               2              9                  8
## 27                      2               2              0                  0
## 28                      3               2             20                  8
## 29                      6               4             10                  8
## 30                      3               3              2                  2
## 31                      3               3              2                  2
## 32                      4               2              1                  0
## 33                      2               3              8                  7
## 34                      3               2              1                  0
## 35                      4               4              9                  3
## 36                      3               3              3                  2
## 37                      5               2             10                  9
## 38                      2               2              6                  2
## 39                      3               2              2                  2
## 40                      2               3              1                  0
## 41                      2               3              8                  7
## 42                      2               3              6                  2
## 43                      5               2              4                  3
## 44                      6               3             11                 10
## 45                      6               3              2                  2
## 46                      2               3              4                  3
## 47                      3               3              3                  2
## 48                      4               3              5                  3
## 49                      5               3              1                  0
## 50                      3               2              1                  0
## 51                      3               3              3                  2
## 52                      2               3              1                  0
## 53                      3               2              1                  0
## 54                      3               4              4                  3
## 55                      6               3             10                  8
## 56                      3               3              7                  7
## 57                      4               4             10                  7
## 58                      3               3             18                 16
## 59                      2               2              1                  0
## 60                      2               2              7                  7
## 61                      3               3             15                 14
## 62                      6               3              7                  7
## 63                      2               3             10                  7
## 64                      3               2              1                  0
## 65                      2               3              1                  0
## 66                      2               2              0                  0
## 67                      3               3              4                  2
## 68                      2               3              4                  2
## 69                      2               3              7                  7
## 70                      3               3              1                  0
## 71                      3               1              5                  4
## 72                      3               3              7                  6
## 73                      3               2             21                 16
## 74                      2               3              3                  2
## 75                      2               3              0                  0
## 76                      0               4              6                  4
## 77                      3               3              1                  0
## 78                      3               1              3                  2
## 79                      2               2              7                  7
## 80                      2               3              5                  4
## 81                      1               2              6                  3
## 82                      3               2              7                  7
## 83                      3               2              4                  3
## 84                      3               2              5                  4
## 85                      2               2              5                  4
## 86                      2               4              5                  0
## 87                      3               2              6                  4
## 88                      2               3              8                  7
## 89                      2               3              2                  0
## 90                      2               3             31                 15
## 91                      1               3              6                  5
## 92                      3               3              9                  8
## 93                      3               2              4                  3
## 94                      3               1              8                  3
## 95                      2               3              2                  2
## 96                      2               2             27                  3
## 97                      3               1              5                  4
## 98                      2               3             10                  9
## 99                      3               3              2                  2
## 100                     2               3              3                  2
## 101                     5               3              7                  7
## 102                     2               1              9                  7
## 103                     2               2              4                  2
## 104                     0               4              1                  0
## 105                     6               3              4                  2
## 106                     3               2              4                  3
## 107                     0               3              2                  2
## 108                     2               3              5                  2
## 109                     2               3             17                 14
## 110                     2               4              1                  0
## 111                     5               3              5                  3
## 112                     3               3              3                  2
## 113                     3               2              2                  2
## 114                     2               3              4                  2
## 115                     2               2              6                  3
## 116                     2               3              4                  1
## 117                     5               3              0                  0
## 118                     3               2              4                  3
## 119                     2               3             21                  6
## 120                     5               3              2                  2
## 121                     2               3              5                  4
## 122                     1               3              5                  3
## 123                     2               1             11                  9
## 124                     2               3              0                  0
## 125                     1               3              5                  3
## 126                     3               3             16                 13
## 127                     0               2              2                  1
## 128                     3               2             20                  7
## 129                     2               3             10                  9
## 130                     2               1              1                  0
## 131                     2               3              4                  2
## 132                     3               3              0                  0
## 133                     4               2              9                  5
## 134                     2               3              5                  0
## 135                     3               2              8                  2
## 136                     3               2              4                  2
## 137                     3               3              2                  2
## 138                     2               3              2                  2
## 139                     6               3              7                  7
## 140                     3               1              7                  7
## 141                     5               3              1                  0
## 142                     3               3              1                  0
## 143                     2               3             13                 12
## 144                     3               2              7                  1
## 145                     5               2              6                  3
## 146                     0               3              6                  4
## 147                     4               3              9                  6
## 148                     3               3             10                  8
## 149                     2               3             10                  9
## 150                     2               3              0                  0
## 151                     3               4              8                  7
## 152                     6               3              1                  0
## 153                     2               3              2                  2
## 154                     3               2             23                 15
## 155                     2               2              7                  6
## 156                     3               2              6                  0
## 157                     1               3              2                  2
## 158                     3               3              5                  4
## 159                     3               3              2                  2
## 160                     1               3             20                  6
## 161                     3               2              3                  2
## 162                     5               3              9                  7
## 163                     3               3              9                  8
## 164                     3               2              1                  0
## 165                     2               4              8                  7
## 166                     5               3              1                  0
## 167                     5               2              6                  5
## 168                     1               4              9                  7
## 169                     3               3              4                  3
## 170                     3               2              8                  7
## 171                     2               4              5                  4
## 172                     1               3              3                  2
## 173                     2               3              9                  7
## 174                     1               2             18                 14
## 175                     3               2              5                  3
## 176                     2               3              1                  0
## 177                     2               3              5                  2
## 178                     2               3             10                  6
## 179                     2               3              8                  2
## 180                     2               2              2                  2
## 181                     4               3             33                  7
## 182                     2               3              8                  1
## 183                     3               3              5                  2
## 184                     2               3              2                  2
## 185                     0               2              4                  2
## 186                     5               3              2                  2
## 187                     1               3              2                  2
## 188                     3               3             17                 13
## 189                     4               2             10                  0
## 190                     2               1              5                  3
## 191                     2               2             12                  9
## 192                     3               3              9                  7
## 193                     2               1             13                 11
## 194                     2               3              3                  2
## 195                     2               3              5                  3
## 196                     2               4              4                  3
## 197                     2               3              5                  3
## 198                     5               1             29                  8
## 199                     2               3              4                  3
## 200                     2               3              2                  2
## 201                     4               3              1                  0
## 202                     5               1             13                 10
## 203                     2               3              2                  1
## 204                     3               3              7                  0
## 205                     3               3              0                  0
## 206                     2               3             26                 15
## 207                     3               2             14                 13
## 208                     2               3             10                  8
## 209                     2               3              8                  0
## 210                     3               3              5                  4
## 211                     2               3              2                  2
## 212                     5               3              4                  3
## 213                     3               2              1                  0
## 214                     2               3             11                  9
## 215                     2               3              9                  7
## 216                     2               3             18                 13
## 217                     3               3              5                  2
## 218                     0               1              1                  0
## 219                     4               3              5                  2
## 220                     3               3              6                  2
## 221                     2               3              7                  7
## 222                     4               2             15                 12
## 223                     1               3             10                  8
## 224                     2               4              5                  1
## 225                     2               3              6                  3
## 226                     2               2              6                  5
## 227                     2               2              3                  1
## 228                     0               2              4                  2
## 229                     4               3              8                  0
## 230                     4               1             10                  3
## 231                     2               3             20                  8
## 232                     5               3              5                  4
## 233                     0               3              8                  7
## 234                     3               3              5                  2
## 235                     6               3              6                  2
## 236                     2               2              7                  5
## 237                     3               2              9                  7
## 238                     1               4              2                  2
## 239                     2               3              7                  7
## 240                     2               1              5                  3
## 241                     5               3             14                 11
## 242                     1               1              6                  4
## 243                     2               4              7                  6
## 244                     4               3              4                  3
## 245                     3               3             17                 14
## 246                     2               2              7                  6
## 247                     2               2              1                  0
## 248                     6               3              9                  8
## 249                     3               3              6                  0
## 250                     3               3              8                  2
## 251                     3               3              3                  2
## 252                     3               2              5                  4
## 253                     6               3             10                  8
## 254                     1               3             20                  8
## 255                     5               2              1                  0
## 256                     5               4              0                  0
## 257                     4               3              6                  3
## 258                     3               3              5                  2
## 259                     2               3             22                 10
## 260                     3               2              4                  3
## 261                     3               3              2                  2
## 262                     4               3             19                  9
## 263                     4               3             10                  2
## 264                     3               3              4                  3
## 265                     2               4              5                  4
## 266                     2               3              5                  3
## 267                     3               3              5                  4
## 268                     2               3              9                  3
## 269                     6               2             16                 10
## 270                     3               3             14                 10
## 271                     2               3              9                  0
## 272                     2               3              9                  7
## 273                     3               3             15                 11
## 274                     3               3              4                  2
## 275                     3               3             10                  7
## 276                     3               3              5                  3
## 277                     3               4              4                  3
## 278                     0               2              2                  2
## 279                     5               3              3                  2
## 280                     3               3             11                 10
## 281                     2               3              4                  2
## 282                     3               3              6                  2
## 283                     4               2              4                  3
## 284                     4               2              1                  1
## 285                     2               2             15                 11
## 286                     6               3              7                  7
## 287                     3               3              3                  2
## 288                     2               3              1                  0
## 289                     0               3              4                  2
## 290                     0               3              3                  2
## 291                     4               3              6                  4
## 292                     4               4              1                  0
## 293                     3               4             11                  8
## 294                     3               4              6                  5
## 295                     2               3              8                  7
## 296                     2               3              2                  2
## 297                     6               3             11                 10
## 298                     6               3              5                  4
## 299                     5               2              5                  3
## 300                     3               2              8                  7
##     YearsSinceLastPromotion YearsWithCurrManager
## 1                         7                    7
## 2                         0                    2
## 3                         3                    8
## 4                         0                    2
## 5                         0                    7
## 6                         0                    0
## 7                         0                    7
## 8                         2                    2
## 9                         0                    9
## 10                        0                    3
## 11                        4                    3
## 12                        0                    3
## 13                        1                    2
## 14                        1                    1
## 15                        0                    0
## 16                        0                    2
## 17                        1                    6
## 18                        0                    0
## 19                        1                    7
## 20                        1                    4
## 21                        8                    8
## 22                        1                    3
## 23                        4                    7
## 24                        0                    4
## 25                        0                    7
## 26                        4                    7
## 27                        0                    0
## 28                        2                   10
## 29                        9                    6
## 30                        2                    2
## 31                        2                    2
## 32                        0                    0
## 33                        7                    7
## 34                        0                    0
## 35                        1                    1
## 36                        0                    2
## 37                        9                    5
## 38                        0                    4
## 39                        2                    2
## 40                        0                    0
## 41                        0                    7
## 42                        1                    2
## 43                        0                    2
## 44                        5                    8
## 45                        2                    1
## 46                        1                    2
## 47                        1                    2
## 48                        1                    2
## 49                        0                    0
## 50                        0                    0
## 51                        1                    2
## 52                        0                    1
## 53                        0                    0
## 54                        0                    3
## 55                        4                    7
## 56                        1                    7
## 57                        0                    8
## 58                        1                   11
## 59                        0                    0
## 60                        3                    6
## 61                        0                    7
## 62                        7                    7
## 63                        0                    7
## 64                        0                    0
## 65                        0                    0
## 66                        0                    0
## 67                        0                    3
## 68                        0                    3
## 69                        1                    7
## 70                        0                    0
## 71                        1                    0
## 72                        7                    6
## 73                        7                    9
## 74                        2                    2
## 75                        0                    0
## 76                        1                    3
## 77                        1                    0
## 78                        0                    2
## 79                        1                    0
## 80                        1                    3
## 81                        3                    3
## 82                        7                    5
## 83                        0                    1
## 84                        0                    2
## 85                        0                    3
## 86                        0                    3
## 87                        0                    2
## 88                        7                    7
## 89                        0                    2
## 90                       13                    8
## 91                        1                    5
## 92                        4                    7
## 93                        1                    2
## 94                        3                    6
## 95                        2                    1
## 96                       13                    8
## 97                        0                    4
## 98                        9                    0
## 99                        2                    2
## 100                       0                    2
## 101                       0                    7
## 102                       8                    5
## 103                       0                    2
## 104                       0                    0
## 105                       3                    2
## 106                       0                    1
## 107                       2                    2
## 108                       0                    3
## 109                       5                   15
## 110                       0                    0
## 111                       4                    2
## 112                       1                    2
## 113                       2                    2
## 114                       0                    0
## 115                       0                    0
## 116                       0                    3
## 117                       0                    0
## 118                       0                    3
## 119                       2                    8
## 120                       2                    2
## 121                       0                    4
## 122                       0                    4
## 123                       4                    7
## 124                       0                    0
## 125                       1                    3
## 126                       2                   10
## 127                       0                    2
## 128                      12                    7
## 129                       0                    8
## 130                       0                    1
## 131                       0                    2
## 132                       0                    0
## 133                       1                    6
## 134                       0                    4
## 135                       7                    6
## 136                       0                    1
## 137                       2                    2
## 138                       1                    2
## 139                       4                    7
## 140                       4                    5
## 141                       0                    0
## 142                       0                    0
## 143                      11                    9
## 144                       0                    7
## 145                       0                    1
## 146                       0                    2
## 147                       7                    8
## 148                       0                    6
## 149                       7                    4
## 150                       0                    0
## 151                       3                    7
## 152                       0                    0
## 153                       2                    2
## 154                      14                    4
## 155                       7                    7
## 156                       1                    3
## 157                       1                    0
## 158                       1                    3
## 159                       2                    0
## 160                       3                    6
## 161                       1                    2
## 162                       1                    8
## 163                       0                    8
## 164                       1                    0
## 165                       0                    7
## 166                       1                    1
## 167                       1                    4
## 168                       7                    1
## 169                       2                    2
## 170                       1                    1
## 171                       1                    4
## 172                       0                    2
## 173                       3                    4
## 174                       4                   11
## 175                       1                    4
## 176                       0                    0
## 177                       1                    4
## 178                       8                    8
## 179                       7                    7
## 180                       2                    2
## 181                       1                    9
## 182                       1                    7
## 183                       0                    2
## 184                       2                    2
## 185                       1                    2
## 186                       0                    2
## 187                       2                    0
## 188                       1                    9
## 189                       4                    7
## 190                       0                    4
## 191                       2                    8
## 192                       7                    2
## 193                       4                    7
## 194                       0                    2
## 195                       1                    2
## 196                       0                    2
## 197                       0                    2
## 198                      11                   10
## 199                       0                    3
## 200                       2                    2
## 201                       0                    0
## 202                       3                   12
## 203                       2                    2
## 204                       1                    7
## 205                       0                    0
## 206                      15                    9
## 207                       4                    8
## 208                       0                    2
## 209                       7                    7
## 210                       0                    2
## 211                       2                    2
## 212                       1                    1
## 213                       1                    0
## 214                       6                    9
## 215                       1                    8
## 216                       1                   12
## 217                       0                    2
## 218                       0                    1
## 219                       0                    3
## 220                       4                    4
## 221                       1                    7
## 222                      11                   11
## 223                       0                    7
## 224                       1                    3
## 225                       1                    5
## 226                       4                    3
## 227                       0                    2
## 228                       1                    2
## 229                       0                    7
## 230                       0                    8
## 231                       9                    9
## 232                       1                    3
## 233                       7                    5
## 234                       0                    4
## 235                       0                    1
## 236                       1                    1
## 237                       6                    8
## 238                       0                    2
## 239                       0                    7
## 240                       0                    4
## 241                       2                    9
## 242                       0                    4
## 243                       7                    7
## 244                       1                    3
## 245                      12                   11
## 246                       7                    3
## 247                       0                    1
## 248                       7                    5
## 249                       0                    4
## 250                       0                    6
## 251                       2                    0
## 252                       2                    1
## 253                       8                    7
## 254                      11                    8
## 255                       0                    0
## 256                       0                    0
## 257                       1                    2
## 258                       1                    4
## 259                       0                    4
## 260                       1                    1
## 261                       2                    2
## 262                      15                    2
## 263                       2                    2
## 264                       3                    3
## 265                       0                    4
## 266                       1                    3
## 267                       0                    3
## 268                       1                    7
## 269                       5                   13
## 270                       6                   11
## 271                       7                    8
## 272                       4                    2
## 273                       4                    8
## 274                       0                    2
## 275                       0                    2
## 276                       0                    1
## 277                       1                    2
## 278                       2                    2
## 279                       1                    2
## 280                      10                    8
## 281                       0                    3
## 282                       0                    0
## 283                       0                    3
## 284                       0                    0
## 285                       5                   11
## 286                       1                    0
## 287                       0                    2
## 288                       0                    0
## 289                       2                    2
## 290                       0                    1
## 291                       0                    2
## 292                       0                    0
## 293                       3                   10
## 294                       1                    2
## 295                       1                    7
## 296                       2                    2
## 297                      11                    1
## 298                       4                    4
## 299                       0                    3
## 300                       1                    7
combinedEmployeeDataframe = merge(x = turnoverDataframe, noSalaryDataframeCSV, all = TRUE)

combinedEmployeeDataframe
##        ID Age Attrition    BusinessTravel DailyRate             Department
## 1       1  32        No     Travel_Rarely       117                  Sales
## 2       2  40        No     Travel_Rarely      1308 Research & Development
## 3       3  35        No Travel_Frequently       200 Research & Development
## 4       4  32        No     Travel_Rarely       801                  Sales
## 5       5  24        No Travel_Frequently       567 Research & Development
## 6       6  27        No Travel_Frequently       294 Research & Development
## 7       7  41        No     Travel_Rarely      1283 Research & Development
## 8       8  37        No     Travel_Rarely       309                  Sales
## 9       9  34        No     Travel_Rarely      1333                  Sales
## 10     10  34        No Travel_Frequently       653 Research & Development
## 11     11  43        No     Travel_Rarely       823 Research & Development
## 12     12  28        No        Non-Travel       280        Human Resources
## 13     13  35        No     Travel_Rarely       950 Research & Development
## 14     14  30        No     Travel_Rarely       202                  Sales
## 15     15  46        No     Travel_Rarely       991        Human Resources
## 16     16  31        No        Non-Travel      1188                  Sales
## 17     17  32        No     Travel_Rarely       498 Research & Development
## 18     18  46        No        Non-Travel      1144 Research & Development
## 19     19  34        No     Travel_Rarely       181 Research & Development
## 20     20  44        No     Travel_Rarely       170 Research & Development
## 21     21  36        No     Travel_Rarely       913 Research & Development
## 22     22  48        No     Travel_Rarely       817                  Sales
## 23     23  43        No Travel_Frequently      1001 Research & Development
## 24     24  31        No Travel_Frequently       715                  Sales
## 25     25  33        No     Travel_Rarely      1069 Research & Development
## 26     26  44        No     Travel_Rarely      1099                  Sales
## 27     27  38        No     Travel_Rarely      1245                  Sales
## 28     28  33       Yes     Travel_Rarely       603                  Sales
## 29     29  53       Yes     Travel_Rarely      1168                  Sales
## 30     30  52        No        Non-Travel       715 Research & Development
## 31     31  32        No Travel_Frequently       689                  Sales
## 32     32  33        No     Travel_Rarely       267 Research & Development
## 33     33  46        No     Travel_Rarely       488                  Sales
## 34     34  35        No     Travel_Rarely       982 Research & Development
## 35     35  32        No     Travel_Rarely      1373 Research & Development
## 36     36  32        No Travel_Frequently      1311 Research & Development
## 37     37  35       Yes     Travel_Rarely       737                  Sales
## 38     38  36       Yes     Travel_Rarely      1456                  Sales
## 39     39  56        No     Travel_Rarely       206        Human Resources
## 40     40  31        No Travel_Frequently       793                  Sales
## 41     41  58        No        Non-Travel       350                  Sales
## 42     42  45        No     Travel_Rarely       954                  Sales
## 43     43  49        No     Travel_Rarely       464 Research & Development
## 44     44  42        No     Travel_Rarely      1059 Research & Development
## 45     45  23        No     Travel_Rarely       373 Research & Development
## 46     46  42        No Travel_Frequently       748 Research & Development
## 47     47  32       Yes     Travel_Rarely       964                  Sales
## 48     48  38        No     Travel_Rarely       770                  Sales
## 49     49  18       Yes Travel_Frequently      1306                  Sales
## 50     50  27        No        Non-Travel       691 Research & Development
## 51     51  38        No     Travel_Rarely       362 Research & Development
## 52     52  58        No     Travel_Rarely      1055 Research & Development
## 53     53  44        No     Travel_Rarely      1117 Research & Development
## 54     54  45        No        Non-Travel       805 Research & Development
## 55     55  31        No     Travel_Rarely       746 Research & Development
## 56     56  41        No     Travel_Rarely       548 Research & Development
## 57     57  42       Yes Travel_Frequently       933 Research & Development
## 58     58  29        No     Travel_Rarely      1370 Research & Development
## 59     59  37        No        Non-Travel       728 Research & Development
## 60     60  25       Yes Travel_Frequently       599                  Sales
## 61     61  36       Yes     Travel_Rarely       530                  Sales
## 62     62  36        No     Travel_Rarely       325 Research & Development
## 63     63  31        No     Travel_Rarely      1154                  Sales
## 64     64  18        No        Non-Travel      1431 Research & Development
## 65     65  24       Yes     Travel_Rarely       984 Research & Development
## 66     66  32        No     Travel_Rarely       334 Research & Development
## 67     67  35        No     Travel_Rarely      1017 Research & Development
## 68     68  23        No     Travel_Rarely       571 Research & Development
## 69     69  35        No Travel_Frequently       664 Research & Development
## 70     70  37        No     Travel_Rarely      1372 Research & Development
## 71     71  41        No     Travel_Rarely       642 Research & Development
## 72     72  28        No     Travel_Rarely       866                  Sales
## 73     73  35       Yes     Travel_Rarely       556 Research & Development
## 74     74  41        No     Travel_Rarely       167 Research & Development
## 75     75  52       Yes     Travel_Rarely      1030                  Sales
## 76     76  30        No Travel_Frequently       721 Research & Development
## 77     77  34        No     Travel_Rarely       971                  Sales
## 78     78  46        No     Travel_Rarely       563                  Sales
## 79     79  45        No        Non-Travel      1052                  Sales
## 80     80  31        No     Travel_Rarely      1276 Research & Development
## 81     81  37       Yes     Travel_Rarely      1141 Research & Development
## 82     82  35        No     Travel_Rarely      1370 Research & Development
## 83     83  38        No Travel_Frequently       508 Research & Development
## 84     84  37        No     Travel_Rarely      1319 Research & Development
## 85     85  36        No     Travel_Rarely       429 Research & Development
## 86     86  59        No     Travel_Rarely       715 Research & Development
## 87     87  47        No     Travel_Rarely       703                  Sales
## 88     88  35       Yes     Travel_Rarely       622 Research & Development
## 89     89  27        No Travel_Frequently       994                  Sales
## 90     90  46        No     Travel_Rarely       705                  Sales
## 91     91  38        No Travel_Frequently      1490 Research & Development
## 92     92  29       Yes     Travel_Rarely       408                  Sales
## 93     93  37       Yes     Travel_Rarely      1373 Research & Development
## 94     94  35        No     Travel_Rarely       670 Research & Development
## 95     95  50        No     Travel_Rarely      1452 Research & Development
## 96     96  42        No     Travel_Rarely       635                  Sales
## 97     97  46        No     Travel_Rarely       228                  Sales
## 98     98  37        No        Non-Travel      1040 Research & Development
## 99     99  29        No Travel_Frequently       410 Research & Development
## 100   100  34        No     Travel_Rarely       401 Research & Development
## 101   101  27        No     Travel_Rarely      1377 Research & Development
## 102   102  31        No     Travel_Rarely       326                  Sales
## 103   103  34        No        Non-Travel      1381                  Sales
## 104   104  23        No     Travel_Rarely       885 Research & Development
## 105   105  53        No     Travel_Rarely       447 Research & Development
## 106   106  26        No     Travel_Rarely      1384 Research & Development
## 107   107  29        No        Non-Travel      1496 Research & Development
## 108   108  55        No     Travel_Rarely       189        Human Resources
## 109   109  46       Yes     Travel_Rarely       261 Research & Development
## 110   110  32        No     Travel_Rarely       529 Research & Development
## 111   111  28        No Travel_Frequently       773 Research & Development
## 112   112  52        No     Travel_Rarely      1053 Research & Development
## 113   113  52        No     Travel_Rarely       994 Research & Development
## 114   114  35        No        Non-Travel      1225 Research & Development
## 115   115  35        No     Travel_Rarely      1361                  Sales
## 116   116  37        No        Non-Travel      1252                  Sales
## 117   117  25        No     Travel_Rarely      1356                  Sales
## 118   118  29        No     Travel_Rarely      1378 Research & Development
## 119   119  41        No     Travel_Rarely       465 Research & Development
## 120   120  34        No     Travel_Rarely       404 Research & Development
## 121   121  36        No        Non-Travel       427 Research & Development
## 122   122  21        No     Travel_Rarely       501                  Sales
## 123   123  45        No     Travel_Rarely       930                  Sales
## 124   124  38        No     Travel_Rarely       243                  Sales
## 125   125  29        No Travel_Frequently       442                  Sales
## 126   126  35        No     Travel_Rarely      1224                  Sales
## 127   127  32       Yes Travel_Frequently      1125 Research & Development
## 128   128  45        No     Travel_Rarely       556 Research & Development
## 129   129  43        No     Travel_Rarely       930 Research & Development
## 130   130  46        No     Travel_Rarely      1319                  Sales
## 131   131  29        No     Travel_Rarely       991                  Sales
## 132   132  49        No     Travel_Rarely      1313                  Sales
## 133   133  42        No Travel_Frequently      1368 Research & Development
## 134   134  39        No     Travel_Rarely       492 Research & Development
## 135   135  43        No Travel_Frequently       559 Research & Development
## 136   136  40        No Travel_Frequently       791 Research & Development
## 137   137  29       Yes     Travel_Rarely       805 Research & Development
## 138   138  54        No     Travel_Rarely      1441 Research & Development
## 139   139  39       Yes     Travel_Rarely      1122 Research & Development
## 140   140  37        No     Travel_Rarely      1189                  Sales
## 141   141  56        No     Travel_Rarely      1369 Research & Development
## 142   142  58        No     Travel_Rarely       848 Research & Development
## 143   143  46        No     Travel_Rarely       566 Research & Development
## 144   144  37        No     Travel_Rarely       228                  Sales
## 145   145  40        No     Travel_Rarely      1202 Research & Development
## 146   146  29        No        Non-Travel       746                  Sales
## 147   147  33        No     Travel_Rarely       931 Research & Development
## 148   148  33        No     Travel_Rarely      1242                  Sales
## 149   149  24        No     Travel_Rarely       477 Research & Development
## 150   150  28        No     Travel_Rarely       580 Research & Development
## 151   151  31       Yes     Travel_Rarely      1365                  Sales
## 152   152  32        No     Travel_Rarely       929                  Sales
## 153   153  32        No     Travel_Rarely       906                  Sales
## 154   154  41        No     Travel_Rarely       447 Research & Development
## 155   155  34        No     Travel_Rarely       546 Research & Development
## 156   156  30        No        Non-Travel       641                  Sales
## 157   157  40        No     Travel_Rarely       444                  Sales
## 158   158  39       Yes Travel_Frequently       203 Research & Development
## 159   159  43        No Travel_Frequently      1082 Research & Development
## 160   160  42        No Travel_Frequently       458 Research & Development
## 161   161  30        No     Travel_Rarely       852 Research & Development
## 162   162  28       Yes        Non-Travel      1366 Research & Development
## 163   163  33        No     Travel_Rarely      1216                  Sales
## 164   164  42        No     Travel_Rarely       916 Research & Development
## 165   165  35        No     Travel_Rarely      1232                  Sales
## 166   166  20       Yes     Travel_Rarely       500                  Sales
## 167   167  49        No     Travel_Rarely       301 Research & Development
## 168   168  33        No     Travel_Rarely       922 Research & Development
## 169   169  52        No     Travel_Rarely       956 Research & Development
## 170   170  29        No     Travel_Rarely      1107 Research & Development
## 171   171  30        No     Travel_Rarely       501                  Sales
## 172   172  47        No        Non-Travel      1169 Research & Development
## 173   173  46        No Travel_Frequently      1034 Research & Development
## 174   174  33        No     Travel_Rarely       536                  Sales
## 175   175  53        No     Travel_Rarely      1376                  Sales
## 176   176  21        No     Travel_Rarely       984 Research & Development
## 177   177  55       Yes     Travel_Rarely       725 Research & Development
## 178   178  26       Yes Travel_Frequently       342 Research & Development
## 179   179  32        No Travel_Frequently       967                  Sales
## 180   180  38        No     Travel_Rarely       702                  Sales
## 181   181  35        No     Travel_Rarely       819 Research & Development
## 182   182  38        No     Travel_Rarely      1009                  Sales
## 183   183  43        No Travel_Frequently       957 Research & Development
## 184   184  39        No     Travel_Rarely      1089 Research & Development
## 185   185  39        No Travel_Frequently       443 Research & Development
## 186   186  28        No     Travel_Rarely      1158 Research & Development
## 187   187  25        No Travel_Frequently       772 Research & Development
## 188   188  47        No     Travel_Rarely      1225                  Sales
## 189   189  50        No     Travel_Rarely       797 Research & Development
## 190   190  28        No        Non-Travel       120                  Sales
## 191   191  30        No     Travel_Rarely      1275 Research & Development
## 192   192  31        No Travel_Frequently      1125                  Sales
## 193   193  46        No     Travel_Rarely      1485 Research & Development
## 194   194  48        No     Travel_Rarely       163                  Sales
## 195   195  26        No     Travel_Rarely       683 Research & Development
## 196   196  51        No     Travel_Rarely       833 Research & Development
## 197   197  51        No     Travel_Rarely       432 Research & Development
## 198   198  49        No     Travel_Rarely       174                  Sales
## 199   199  44        No     Travel_Rarely       477 Research & Development
## 200   200  24        No     Travel_Rarely       823 Research & Development
## 201   201  40       Yes        Non-Travel      1479                  Sales
## 202   202  32        No     Travel_Rarely       548 Research & Development
## 203   203  32        No     Travel_Rarely       859 Research & Development
## 204   204  28       Yes     Travel_Rarely       654 Research & Development
## 205   205  32        No     Travel_Rarely      1401                  Sales
## 206   206  44        No     Travel_Rarely       661 Research & Development
## 207   207  43       Yes     Travel_Rarely      1372                  Sales
## 208   208  38       Yes     Travel_Rarely      1180 Research & Development
## 209   209  30        No     Travel_Rarely       201 Research & Development
## 210   210  41        No     Travel_Rarely       802                  Sales
## 211   211  41        No     Travel_Rarely       582 Research & Development
## 212   212  42        No     Travel_Rarely       265                  Sales
## 213   213  37        No     Travel_Rarely      1225 Research & Development
## 214   214  42        No     Travel_Rarely       932 Research & Development
## 215   215  27        No     Travel_Rarely      1115 Research & Development
## 216   216  40        No     Travel_Rarely       896 Research & Development
## 217   217  38        No     Travel_Rarely      1495 Research & Development
## 218   218  48        No Travel_Frequently       117 Research & Development
## 219   219  30        No     Travel_Rarely       438 Research & Development
## 220   220  26        No     Travel_Rarely       583 Research & Development
## 221   221  34        No     Travel_Rarely       304                  Sales
## 222   222  45       Yes Travel_Frequently       306                  Sales
## 223   223  33        No        Non-Travel       530                  Sales
## 224   224  28        No     Travel_Rarely      1423 Research & Development
## 225   225  38        No     Travel_Rarely      1206 Research & Development
## 226   226  30        No     Travel_Rarely       911 Research & Development
## 227   227  35        No     Travel_Rarely       464 Research & Development
## 228   228  22        No     Travel_Rarely      1136 Research & Development
## 229   229  24        No     Travel_Rarely      1353                  Sales
## 230   230  49        No     Travel_Rarely       465 Research & Development
## 231   231  45        No     Travel_Rarely      1329 Research & Development
## 232   232  35        No     Travel_Rarely       890                  Sales
## 233   233  47       Yes Travel_Frequently      1093                  Sales
## 234   234  54        No     Travel_Rarely      1147                  Sales
## 235   235  43        No Travel_Frequently       394                  Sales
## 236   236  37       Yes     Travel_Rarely       625                  Sales
## 237   237  42        No     Travel_Rarely       300 Research & Development
## 238   238  32        No     Travel_Rarely       646 Research & Development
## 239   239  25        No     Travel_Rarely       309        Human Resources
## 240   240  50        No     Travel_Rarely       813 Research & Development
## 241   241  42        No     Travel_Rarely       319 Research & Development
## 242   242  45        No Travel_Frequently       364 Research & Development
## 243   243  29        No     Travel_Rarely      1328 Research & Development
## 244   244  25       Yes     Travel_Rarely       383                  Sales
## 245   245  29        No     Travel_Rarely       718 Research & Development
## 246   246  29        No     Travel_Rarely      1086 Research & Development
## 247   247  31        No     Travel_Rarely      1232 Research & Development
## 248   248  32        No     Travel_Rarely       234                  Sales
## 249   249  41        No Travel_Frequently      1200 Research & Development
## 250   250  41        No     Travel_Rarely      1276                  Sales
## 251   251  33        No        Non-Travel      1313 Research & Development
## 252   252  36        No        Non-Travel      1229                  Sales
## 253   253  45        No     Travel_Rarely       252 Research & Development
## 254   254  31       Yes     Travel_Rarely       359        Human Resources
## 255   255  40        No        Non-Travel       218 Research & Development
## 256   256  43        No        Non-Travel       343 Research & Development
## 257   257  31        No Travel_Frequently       444                  Sales
## 258   258  30        No     Travel_Rarely       855                  Sales
## 259   259  34        No     Travel_Rarely      1480                  Sales
## 260   260  25        No     Travel_Rarely       977 Research & Development
## 261   261  31       Yes Travel_Frequently       703                  Sales
## 262   262  29       Yes     Travel_Rarely       224 Research & Development
## 263   263  33       Yes     Travel_Rarely       813 Research & Development
## 264   264  29        No Travel_Frequently      1404                  Sales
## 265   265  24        No     Travel_Rarely      1127 Research & Development
## 266   266  35        No     Travel_Rarely       809 Research & Development
## 267   267  34        No Travel_Frequently       829 Research & Development
## 268   268  32       Yes     Travel_Rarely      1259 Research & Development
## 269   269  33        No Travel_Frequently      1303 Research & Development
## 270   270  30        No     Travel_Rarely      1176 Research & Development
## 271   271  45        No        Non-Travel       589                  Sales
## 272   272  34        No     Travel_Rarely      1130 Research & Development
## 273   273  27        No     Travel_Rarely       728                  Sales
## 274   274  36        No     Travel_Rarely       329                  Sales
## 275   275  55        No     Travel_Rarely       692 Research & Development
## 276   276  56        No     Travel_Rarely       718 Research & Development
## 277   277  22        No     Travel_Rarely       253 Research & Development
## 278   278  43        No Travel_Frequently       185 Research & Development
## 279   279  25       Yes     Travel_Rarely       240                  Sales
## 280   280  55        No     Travel_Rarely      1229 Research & Development
## 281   281  43        No     Travel_Rarely      1179                  Sales
## 282   282  41        No     Travel_Rarely       263 Research & Development
## 283   283  40        No     Travel_Rarely      1194 Research & Development
## 284   284  31        No     Travel_Rarely       691                  Sales
## 285   285  38        No     Travel_Rarely       433        Human Resources
## 286   286  33        No     Travel_Rarely       589 Research & Development
## 287   287  22       Yes     Travel_Rarely       391 Research & Development
## 288   288  34        No     Travel_Rarely      1346 Research & Development
## 289   289  36        No Travel_Frequently      1467                  Sales
## 290   290  35        No     Travel_Rarely       384                  Sales
## 291   291  45        No     Travel_Rarely       974 Research & Development
## 292   292  36        No        Non-Travel      1105 Research & Development
## 293   293  27        No     Travel_Rarely       894 Research & Development
## 294   294  47        No        Non-Travel      1162 Research & Development
## 295   295  40        No     Travel_Rarely       898        Human Resources
## 296   296  35        No     Travel_Rarely      1490 Research & Development
## 297   297  34        No Travel_Frequently      1069 Research & Development
## 298   298  34       Yes Travel_Frequently       658 Research & Development
## 299   299  31       Yes        Non-Travel       335 Research & Development
## 300   300  28       Yes     Travel_Rarely      1157 Research & Development
## 301   301  32        No Travel_Frequently       379                  Sales
## 302   302  35        No Travel_Frequently       853                  Sales
## 303   303  55        No     Travel_Rarely      1441 Research & Development
## 304   304  35        No     Travel_Rarely      1395 Research & Development
## 305   305  58       Yes     Travel_Rarely       289 Research & Development
## 306   306  24        No        Non-Travel      1269 Research & Development
## 307   307  50        No     Travel_Rarely       804 Research & Development
## 308   308  34        No        Non-Travel       697 Research & Development
## 309   309  55        No Travel_Frequently       135 Research & Development
## 310   310  25        No     Travel_Rarely       810                  Sales
## 311   311  34        No     Travel_Rarely      1351 Research & Development
## 312   312  40        No     Travel_Rarely       302 Research & Development
## 313   313  31       Yes Travel_Frequently       561 Research & Development
## 314   314  51        No     Travel_Rarely      1169 Research & Development
## 315   315  60        No     Travel_Rarely      1179                  Sales
## 316   316  47        No     Travel_Rarely       955                  Sales
## 317   317  34        No Travel_Frequently       303                  Sales
## 318   318  24        No     Travel_Rarely       771 Research & Development
## 319   319  39        No     Travel_Rarely      1498                  Sales
## 320   320  19        No     Travel_Rarely       265 Research & Development
## 321   321  32        No        Non-Travel      1184 Research & Development
## 322   322  34        No     Travel_Rarely      1397 Research & Development
## 323   323  30        No Travel_Frequently      1012 Research & Development
## 324   324  46        No     Travel_Rarely      1003 Research & Development
## 325   325  39        No     Travel_Rarely       466 Research & Development
## 326   326  27        No     Travel_Rarely       618 Research & Development
## 327   327  44        No     Travel_Rarely      1313 Research & Development
## 328   328  42        No     Travel_Rarely       557 Research & Development
## 329   329  38        No Travel_Frequently      1394 Research & Development
## 330   330  42        No     Travel_Rarely      1147        Human Resources
## 331   331  49        No     Travel_Rarely       809 Research & Development
## 332   332  32       Yes     Travel_Rarely      1045                  Sales
## 333   333  44       Yes Travel_Frequently       429 Research & Development
## 334   334  27        No     Travel_Rarely       608 Research & Development
## 335   335  59        No        Non-Travel      1420        Human Resources
## 336   336  33       Yes Travel_Frequently       827 Research & Development
## 337   337  35        No Travel_Frequently      1182                  Sales
## 338   338  34        No Travel_Frequently       618 Research & Development
## 339   339  50       Yes Travel_Frequently       959                  Sales
## 340   340  27        No     Travel_Rarely      1240 Research & Development
## 341   341  36        No     Travel_Rarely       852 Research & Development
## 342   342  28        No Travel_Frequently       193 Research & Development
## 343   343  33        No     Travel_Rarely       654 Research & Development
## 344   344  30        No Travel_Frequently       160 Research & Development
## 345   345  30        No     Travel_Rarely      1329                  Sales
## 346   346  39        No     Travel_Rarely       119                  Sales
## 347   347  34        No Travel_Frequently      1003 Research & Development
## 348   348  26        No Travel_Frequently      1479 Research & Development
## 349   349  44        No        Non-Travel       111 Research & Development
## 350   350  56        No     Travel_Rarely       832 Research & Development
## 351   351  42        No     Travel_Rarely      1396 Research & Development
## 352   352  31        No     Travel_Rarely       218                  Sales
## 353   353  40        No Travel_Frequently       902 Research & Development
## 354   354  40        No        Non-Travel      1142 Research & Development
## 355   355  41        No     Travel_Rarely       796                  Sales
## 356   356  34        No     Travel_Rarely      1326                  Sales
## 357   357  26        No     Travel_Rarely       841 Research & Development
## 358   358  29       Yes     Travel_Rarely       408 Research & Development
## 359   359  32        No     Travel_Rarely       427 Research & Development
## 360   360  36        No     Travel_Rarely      1403 Research & Development
## 361   361  52        No     Travel_Rarely       699 Research & Development
## 362   362  29       Yes Travel_Frequently       746                  Sales
## 363   363  52       Yes     Travel_Rarely       266                  Sales
## 364   364  40        No     Travel_Rarely      1416 Research & Development
## 365   365  55        No     Travel_Rarely       282 Research & Development
## 366   366  56        No Travel_Frequently       906                  Sales
## 367   367  34        No Travel_Frequently       135 Research & Development
## 368   368  40        No     Travel_Rarely      1342                  Sales
## 369   369  23        No     Travel_Rarely       977 Research & Development
## 370   370  32        No     Travel_Rarely      1018 Research & Development
## 371   371  31        No Travel_Frequently       853 Research & Development
## 372   372  30        No        Non-Travel      1398                  Sales
## 373   373  45        No Travel_Frequently      1249 Research & Development
## 374   374  37        No     Travel_Rarely      1470 Research & Development
## 375   375  20        No     Travel_Rarely       727                  Sales
## 376   376  50        No Travel_Frequently       333 Research & Development
## 377   377  36       Yes     Travel_Rarely       885 Research & Development
## 378   378  42        No     Travel_Rarely       419                  Sales
## 379   379  29        No     Travel_Rarely       942 Research & Development
## 380   380  30       Yes     Travel_Rarely       138 Research & Development
## 381   381  47        No     Travel_Rarely      1482 Research & Development
## 382   382  26        No     Travel_Rarely      1355        Human Resources
## 383   383  48        No     Travel_Rarely      1221                  Sales
## 384   384  23        No     Travel_Rarely       541                  Sales
## 385   385  51       Yes     Travel_Rarely      1323 Research & Development
## 386   386  38        No     Travel_Rarely      1333 Research & Development
## 387   387  35        No Travel_Frequently       944                  Sales
## 388   388  29        No     Travel_Rarely       232 Research & Development
## 389   389  36        No     Travel_Rarely       530                  Sales
## 390   390  21       Yes Travel_Frequently       756                  Sales
## 391   391  34        No     Travel_Rarely      1111                  Sales
## 392   392  26        No     Travel_Rarely      1443                  Sales
## 393   393  31        No        Non-Travel       976 Research & Development
## 394   394  60        No Travel_Frequently      1499                  Sales
## 395   395  42        No Travel_Frequently      1271 Research & Development
## 396   396  31        No     Travel_Rarely       192 Research & Development
## 397   397  46        No     Travel_Rarely      1009 Research & Development
## 398   398  34       Yes     Travel_Rarely      1107        Human Resources
## 399   399  56        No        Non-Travel       667 Research & Development
## 400   400  44        No Travel_Frequently      1193 Research & Development
## 401   401  30        No     Travel_Rarely       317 Research & Development
## 402   402  42        No        Non-Travel       926 Research & Development
## 403   403  47        No     Travel_Rarely       207 Research & Development
## 404   404  36        No     Travel_Rarely       711 Research & Development
## 405   405  35        No     Travel_Rarely      1343 Research & Development
## 406   406  43        No     Travel_Rarely       782 Research & Development
## 407   407  31        No     Travel_Rarely       196                  Sales
## 408   408  36        No     Travel_Rarely       917 Research & Development
## 409   409  53        No     Travel_Rarely      1219                  Sales
## 410   410  43        No     Travel_Rarely       589 Research & Development
## 411   411  36        No     Travel_Rarely      1278        Human Resources
## 412   412  41        No     Travel_Rarely       918                  Sales
## 413   413  37        No     Travel_Rarely       408 Research & Development
## 414   414  32        No Travel_Frequently      1318                  Sales
## 415   415  34       Yes Travel_Frequently       296                  Sales
## 416   416  35        No        Non-Travel      1180 Research & Development
## 417   417  30        No        Non-Travel      1116 Research & Development
## 418   418  36        No Travel_Frequently       566 Research & Development
## 419   419  37        No     Travel_Rarely       977 Research & Development
## 420   420  29        No     Travel_Rarely       986 Research & Development
## 421   421  34        No     Travel_Rarely      1153 Research & Development
## 422   422  37        No        Non-Travel      1063 Research & Development
## 423   423  31       Yes     Travel_Rarely       249                  Sales
## 424   424  18        No        Non-Travel      1124 Research & Development
## 425   425  28        No     Travel_Rarely       736                  Sales
## 426   426  43        No     Travel_Rarely       415                  Sales
## 427   427  30        No        Non-Travel       990 Research & Development
## 428   428  21        No     Travel_Rarely       996 Research & Development
## 429   429  32       Yes     Travel_Rarely       515 Research & Development
## 430   430  34        No     Travel_Rarely       470 Research & Development
## 431   431  27        No     Travel_Rarely      1377                  Sales
## 432   432  40        No        Non-Travel       458 Research & Development
## 433   433  49       Yes Travel_Frequently      1475 Research & Development
## 434   434  29        No     Travel_Rarely       590 Research & Development
## 435   435  40        No     Travel_Rarely       658                  Sales
## 436   436  27        No     Travel_Rarely      1130                  Sales
## 437   437  28       Yes     Travel_Rarely       890 Research & Development
## 438   438  26        No     Travel_Rarely       157 Research & Development
## 439   439  50       Yes     Travel_Rarely       869                  Sales
## 440   440  38        No     Travel_Rarely       827 Research & Development
## 441   441  32        No Travel_Frequently      1316 Research & Development
## 442   442  29        No     Travel_Rarely      1082 Research & Development
## 443   443  28       Yes     Travel_Rarely       529 Research & Development
## 444   444  44        No     Travel_Rarely       528        Human Resources
## 445   445  46        No     Travel_Rarely       734 Research & Development
## 446   446  47        No     Travel_Rarely       465 Research & Development
## 447   447  38        No Travel_Frequently      1189 Research & Development
## 448   448  42        No     Travel_Rarely      1128 Research & Development
## 449   449  38        No Travel_Frequently       653 Research & Development
## 450   450  45        No        Non-Travel       336                  Sales
## 451   451  33        No     Travel_Rarely       501 Research & Development
## 452   452  44        No     Travel_Rarely      1467 Research & Development
## 453   453  35       Yes     Travel_Rarely       303                  Sales
## 454   454  33        No     Travel_Rarely       217                  Sales
## 455   455  48        No     Travel_Rarely      1236 Research & Development
## 456   456  40        No     Travel_Rarely       611                  Sales
## 457   457  31        No     Travel_Rarely      1112                  Sales
## 458   458  51        No     Travel_Rarely       632                  Sales
## 459   459  56        No     Travel_Rarely      1255 Research & Development
## 460   460  36        No     Travel_Rarely       172 Research & Development
## 461   461  42        No Travel_Frequently      1474 Research & Development
## 462   462  36        No     Travel_Rarely       311 Research & Development
## 463   463  50        No Travel_Frequently       809                  Sales
## 464   464  31        No Travel_Frequently       163 Research & Development
## 465   465  43       Yes Travel_Frequently       807 Research & Development
## 466   466  38        No     Travel_Rarely       371 Research & Development
## 467   467  36        No     Travel_Rarely      1157                  Sales
## 468   468  36        No     Travel_Rarely       132 Research & Development
## 469   469  26       Yes        Non-Travel       265                  Sales
## 470   470  53        No     Travel_Rarely      1084 Research & Development
## 471   471  27        No     Travel_Rarely      1354 Research & Development
## 472   472  29       Yes Travel_Frequently       459 Research & Development
## 473   473  45        No     Travel_Rarely       193 Research & Development
## 474   474  45        No     Travel_Rarely      1316 Research & Development
## 475   475  28        No     Travel_Rarely       895 Research & Development
## 476   476  46        No Travel_Frequently      1211                  Sales
## 477   477  37        No     Travel_Rarely       342                  Sales
## 478   478  26        No     Travel_Rarely       775                  Sales
## 479   479  52        No     Travel_Rarely       258 Research & Development
## 480   480  37        No     Travel_Rarely       161 Research & Development
## 481   481  29        No     Travel_Rarely       136 Research & Development
## 482   482  31        No     Travel_Rarely      1222 Research & Development
## 483   483  34        No Travel_Frequently       735 Research & Development
## 484   484  56        No     Travel_Rarely       713 Research & Development
## 485   485  58       Yes     Travel_Rarely       147 Research & Development
## 486   486  41       Yes     Travel_Rarely      1102                  Sales
## 487   487  30       Yes     Travel_Rarely       945                  Sales
## 488   488  31        No     Travel_Rarely       670 Research & Development
## 489   489  48       Yes     Travel_Rarely       626 Research & Development
## 490   490  34        No     Travel_Rarely       970 Research & Development
## 491   491  49        No Travel_Frequently       636 Research & Development
## 492   492  50        No     Travel_Rarely      1322 Research & Development
## 493   493  29        No     Travel_Rarely       469                  Sales
## 494   494  35        No     Travel_Rarely      1029 Research & Development
## 495   495  36        No     Travel_Rarely      1266                  Sales
## 496   496  51        No     Travel_Rarely      1318                  Sales
## 497   497  45        No     Travel_Rarely       192 Research & Development
## 498   498  37        No Travel_Frequently       889 Research & Development
## 499   499  36        No     Travel_Rarely      1299 Research & Development
## 500   500  39        No        Non-Travel      1251                  Sales
## 501   501  58       Yes     Travel_Rarely       601 Research & Development
## 502   502  28       Yes     Travel_Rarely       103 Research & Development
## 503   503  48       Yes Travel_Frequently       708                  Sales
## 504   504  29        No     Travel_Rarely      1389 Research & Development
## 505   505  47        No     Travel_Rarely       359 Research & Development
## 506   506  32        No     Travel_Rarely       824 Research & Development
## 507   507  33       Yes     Travel_Rarely       350                  Sales
## 508   508  51        No Travel_Frequently       541                  Sales
## 509   509  37        No Travel_Frequently       319                  Sales
## 510   510  41       Yes     Travel_Rarely      1360 Research & Development
## 511   511  38        No     Travel_Rarely       345                  Sales
## 512   512  39        No        Non-Travel      1485 Research & Development
## 513   513  32        No Travel_Frequently       585 Research & Development
## 514   514  33        No Travel_Frequently       515 Research & Development
## 515   515  21        No        Non-Travel       895                  Sales
## 516   516  51        No     Travel_Rarely      1302 Research & Development
## 517   517  25       Yes     Travel_Rarely       867                  Sales
## 518   518  42        No     Travel_Rarely       855 Research & Development
## 519   519  30        No     Travel_Rarely      1138 Research & Development
## 520   520  56       Yes     Travel_Rarely      1162 Research & Development
## 521   521  34        No Travel_Frequently       702 Research & Development
## 522   522  28       Yes     Travel_Rarely       329 Research & Development
## 523   523  45        No     Travel_Rarely      1339 Research & Development
## 524   524  49        No     Travel_Rarely      1245 Research & Development
## 525   525  59        No     Travel_Rarely       142 Research & Development
## 526   526  53        No Travel_Frequently       124                  Sales
## 527   527  45        No     Travel_Rarely      1268                  Sales
## 528   528  31        No     Travel_Rarely      1332 Research & Development
## 529   529  35        No     Travel_Rarely      1214 Research & Development
## 530   530  56       Yes     Travel_Rarely       441 Research & Development
## 531   531  38        No     Travel_Rarely       330 Research & Development
## 532   532  36        No     Travel_Rarely       884                  Sales
## 533   533  29        No     Travel_Rarely      1252 Research & Development
## 534   534  32        No        Non-Travel      1146 Research & Development
## 535   535  29       Yes     Travel_Rarely       318 Research & Development
## 536   536  43        No        Non-Travel      1344 Research & Development
## 537   537  38        No     Travel_Rarely       130                  Sales
## 538   538  42        No     Travel_Rarely       544        Human Resources
## 539   539  24       Yes     Travel_Rarely      1448                  Sales
## 540   540  42        No     Travel_Rarely       647                  Sales
## 541   541  30        No     Travel_Rarely       853 Research & Development
## 542   542  33        No     Travel_Rarely       867 Research & Development
## 543   543  27        No        Non-Travel      1450 Research & Development
## 544   544  38        No     Travel_Rarely      1261 Research & Development
## 545   545  34        No     Travel_Rarely       121 Research & Development
## 546   546  34        No     Travel_Rarely       678 Research & Development
## 547   547  49        No     Travel_Rarely       527 Research & Development
## 548   548  40        No Travel_Frequently       720 Research & Development
## 549   549  38        No     Travel_Rarely       849 Research & Development
## 550   550  45        No     Travel_Rarely       788        Human Resources
## 551   551  41        No     Travel_Rarely       314        Human Resources
## 552   552  28        No     Travel_Rarely      1169        Human Resources
## 553   553  36        No Travel_Frequently      1213        Human Resources
## 554   554  48        No     Travel_Rarely      1469 Research & Development
## 555   555  40        No        Non-Travel      1151 Research & Development
## 556   556  37        No     Travel_Rarely       558                  Sales
## 557   557  54        No     Travel_Rarely       548 Research & Development
## 558   558  34        No     Travel_Rarely       254 Research & Development
## 559   559  42        No     Travel_Rarely       933 Research & Development
## 560   560  26        No     Travel_Rarely       933                  Sales
## 561   561  36        No Travel_Frequently      1480 Research & Development
## 562   562  58        No Travel_Frequently      1216 Research & Development
## 563   563  27        No     Travel_Rarely      1134 Research & Development
## 564   564  31        No        Non-Travel       697 Research & Development
## 565   565  30        No     Travel_Rarely       921 Research & Development
## 566   566  44        No     Travel_Rarely      1037 Research & Development
## 567   567  32        No     Travel_Rarely       128 Research & Development
## 568   568  30       Yes     Travel_Rarely       740                  Sales
## 569   569  42        No     Travel_Rarely       462                  Sales
## 570   570  50        No     Travel_Rarely       939 Research & Development
## 571   571  41        No     Travel_Rarely       337                  Sales
## 572   572  21       Yes     Travel_Rarely      1427 Research & Development
## 573   573  28        No Travel_Frequently       783                  Sales
## 574   574  34        No     Travel_Rarely       810                  Sales
## 575   575  26        No     Travel_Rarely       703                  Sales
## 576   576  37        No     Travel_Rarely      1115 Research & Development
## 577   577  38        No     Travel_Rarely      1404                  Sales
## 578   578  44        No        Non-Travel       981 Research & Development
## 579   579  39        No Travel_Frequently       711 Research & Development
## 580   580  29        No     Travel_Rarely      1329 Research & Development
## 581   581  25        No     Travel_Rarely       882 Research & Development
## 582   582  42        No     Travel_Rarely       810 Research & Development
## 583   583  38        No     Travel_Rarely       833 Research & Development
## 584   584  28        No     Travel_Rarely       760                  Sales
## 585   585  44        No     Travel_Rarely      1459 Research & Development
## 586   586  40        No     Travel_Rarely       905 Research & Development
## 587   587  38        No        Non-Travel       573 Research & Development
## 588   588  36       Yes     Travel_Rarely      1218                  Sales
## 589   589  37        No     Travel_Rarely      1462 Research & Development
## 590   590  35        No     Travel_Rarely      1142 Research & Development
## 591   591  22        No        Non-Travel       457 Research & Development
## 592   592  34       Yes     Travel_Rarely       790                  Sales
## 593   593  28       Yes Travel_Frequently      1496                  Sales
## 594   594  49        No     Travel_Rarely       722 Research & Development
## 595   595  40        No     Travel_Rarely       884 Research & Development
## 596   596  33        No     Travel_Rarely       586                  Sales
## 597   597  35        No     Travel_Rarely       672 Research & Development
## 598   598  40        No     Travel_Rarely       555 Research & Development
## 599   599  27        No     Travel_Rarely       155 Research & Development
## 600   600  24       Yes     Travel_Rarely       813 Research & Development
## 601   601  24        No        Non-Travel       830                  Sales
## 602   602  32        No        Non-Travel      1200 Research & Development
## 603   603  30        No     Travel_Rarely       153 Research & Development
## 604   604  29        No     Travel_Rarely      1401 Research & Development
## 605   605  29       Yes     Travel_Rarely       428                  Sales
## 606   606  53        No     Travel_Rarely       970 Research & Development
## 607   607  59        No Travel_Frequently      1225                  Sales
## 608   608  38        No     Travel_Rarely       322                  Sales
## 609   609  26        No     Travel_Rarely       652 Research & Development
## 610   610  33        No        Non-Travel      1038                  Sales
## 611   611  35        No     Travel_Rarely       817 Research & Development
## 612   612  41        No        Non-Travel       509 Research & Development
## 613   613  33       Yes     Travel_Rarely       465 Research & Development
## 614   614  19       Yes     Travel_Rarely       419                  Sales
## 615   615  30        No     Travel_Rarely       231                  Sales
## 616   616  34        No     Travel_Rarely      1157 Research & Development
## 617   617  33        No     Travel_Rarely      1099 Research & Development
## 618   618  44        No     Travel_Rarely      1488                  Sales
## 619   619  39        No     Travel_Rarely       613 Research & Development
## 620   620  35        No        Non-Travel       727 Research & Development
## 621   621  20       Yes Travel_Frequently       871 Research & Development
## 622   622  47        No Travel_Frequently      1379 Research & Development
## 623   623  34        No     Travel_Rarely       182 Research & Development
## 624   624  35        No     Travel_Rarely      1146        Human Resources
## 625   625  28       Yes Travel_Frequently       289 Research & Development
## 626   626  27        No     Travel_Rarely      1167 Research & Development
## 627   627  24        No     Travel_Rarely      1476                  Sales
## 628   628  38        No     Travel_Rarely       343 Research & Development
## 629   629  55        No Travel_Frequently      1091 Research & Development
## 630   630  34        No     Travel_Rarely      1442 Research & Development
## 631   631  55        No     Travel_Rarely       836 Research & Development
## 632   632  34        No     Travel_Rarely       937                  Sales
## 633   633  38        No     Travel_Rarely      1035                  Sales
## 634   634  36        No     Travel_Rarely       922 Research & Development
## 635   635  43        No     Travel_Rarely      1001 Research & Development
## 636   636  35        No Travel_Frequently       636 Research & Development
## 637   637  42        No     Travel_Rarely       469 Research & Development
## 638   638  34        No     Travel_Rarely      1239                  Sales
## 639   639  24        No     Travel_Rarely       691 Research & Development
## 640   640  27       Yes     Travel_Rarely      1420                  Sales
## 641   641  30        No     Travel_Rarely      1358 Research & Development
## 642   642  40        No     Travel_Rarely       750 Research & Development
## 643   643  55        No        Non-Travel       444 Research & Development
## 644   644  34       Yes        Non-Travel       967 Research & Development
## 645   645  41       Yes        Non-Travel       906 Research & Development
## 646   646  40        No     Travel_Rarely       630                  Sales
## 647   647  18       Yes        Non-Travel       247 Research & Development
## 648   648  26        No     Travel_Rarely       390 Research & Development
## 649   649  35        No     Travel_Rarely       776                  Sales
## 650   650  40       Yes     Travel_Rarely      1329 Research & Development
## 651   651  35        No     Travel_Rarely       992 Research & Development
## 652   652  60        No     Travel_Rarely       696                  Sales
## 653   653  40        No Travel_Frequently       593 Research & Development
## 654   654  48        No     Travel_Rarely       530                  Sales
## 655   655  22       Yes Travel_Frequently      1368 Research & Development
## 656   656  26        No Travel_Frequently       496 Research & Development
## 657   657  51        No     Travel_Rarely      1469 Research & Development
## 658   658  54        No Travel_Frequently      1050 Research & Development
## 659   659  41        No     Travel_Rarely       483 Research & Development
## 660   660  36        No Travel_Frequently      1195 Research & Development
## 661   661  32        No Travel_Frequently       430 Research & Development
## 662   662  34        No     Travel_Rarely      1303 Research & Development
## 663   663  46        No     Travel_Rarely      1277                  Sales
## 664   664  35        No     Travel_Rarely       802 Research & Development
## 665   665  34        No        Non-Travel      1065                  Sales
## 666   666  29        No Travel_Frequently       461 Research & Development
## 667   667  29        No Travel_Frequently      1413                  Sales
## 668   668  33       Yes     Travel_Rarely       587 Research & Development
## 669   669  32       Yes     Travel_Rarely      1089 Research & Development
## 670   670  54        No     Travel_Rarely       685 Research & Development
## 671   671  37        No     Travel_Rarely       397 Research & Development
## 672   672  33        No     Travel_Rarely       392                  Sales
## 673   673  28        No Travel_Frequently       467                  Sales
## 674   674  35       Yes Travel_Frequently       130 Research & Development
## 675   675  27        No     Travel_Rarely       486 Research & Development
## 676   676  46        No     Travel_Rarely       168                  Sales
## 677   677  36        No     Travel_Rarely       676 Research & Development
## 678   678  40        No Travel_Frequently       692 Research & Development
## 679   679  36        No Travel_Frequently       688 Research & Development
## 680   680  31        No     Travel_Rarely       154                  Sales
## 681   681  25        No     Travel_Rarely       583                  Sales
## 682   682  43        No Travel_Frequently       313 Research & Development
## 683   683  36        No     Travel_Rarely      1351 Research & Development
## 684   684  57        No     Travel_Rarely       334 Research & Development
## 685   685  28        No     Travel_Rarely       440 Research & Development
## 686   686  31        No     Travel_Rarely      1274 Research & Development
## 687   687  29       Yes Travel_Frequently       337 Research & Development
## 688   688  33        No     Travel_Rarely       147 Research & Development
## 689   689  19       Yes     Travel_Rarely       303 Research & Development
## 690   690  38        No        Non-Travel      1336        Human Resources
## 691   691  38        No Travel_Frequently       888        Human Resources
## 692   692  47       Yes        Non-Travel       666 Research & Development
## 693   693  42        No     Travel_Rarely      1332 Research & Development
## 694   694  30       Yes Travel_Frequently       464 Research & Development
## 695   695  37        No Travel_Frequently      1278                  Sales
## 696   696  47        No     Travel_Rarely      1454                  Sales
## 697   697  48        No Travel_Frequently       365 Research & Development
## 698   698  36        No     Travel_Rarely      1396 Research & Development
## 699   699  18       Yes Travel_Frequently       544                  Sales
## 700   700  46        No     Travel_Rarely      1450 Research & Development
## 701   701  29        No     Travel_Rarely       352        Human Resources
## 702   702  34        No     Travel_Rarely      1400                  Sales
## 703   703  35        No        Non-Travel      1212                  Sales
## 704   704  26       Yes     Travel_Rarely       920        Human Resources
## 705   705  59        No     Travel_Rarely       818        Human Resources
## 706   706  41        No        Non-Travel       267                  Sales
## 707   707  54        No     Travel_Rarely       431 Research & Development
## 708   708  31        No     Travel_Rarely      1398        Human Resources
## 709   709  38        No     Travel_Rarely      1153 Research & Development
## 710   710  50        No        Non-Travel       881 Research & Development
## 711   711  30        No     Travel_Rarely       634 Research & Development
## 712   712  57        No     Travel_Rarely       210                  Sales
## 713   713  48        No     Travel_Rarely       969 Research & Development
## 714   714  36        No Travel_Frequently       541                  Sales
## 715   715  36        No        Non-Travel      1434                  Sales
## 716   716  24       Yes     Travel_Rarely       240        Human Resources
## 717   717  30        No     Travel_Rarely       852                  Sales
## 718   718  28        No     Travel_Rarely       857 Research & Development
## 719   719  35       Yes Travel_Frequently       880                  Sales
## 720   720  28        No     Travel_Rarely       950 Research & Development
## 721   721  37        No     Travel_Rarely       482 Research & Development
## 722   722  37        No     Travel_Rarely       671 Research & Development
## 723   723  34        No Travel_Frequently       560 Research & Development
## 724   724  36        No     Travel_Rarely       796 Research & Development
## 725   725  42        No     Travel_Rarely      1142 Research & Development
## 726   726  25        No     Travel_Rarely       685 Research & Development
## 727   727  37        No Travel_Frequently      1231                  Sales
## 728   728  34        No Travel_Frequently       878 Research & Development
## 729   729  26       Yes     Travel_Rarely       471 Research & Development
## 730   730  22        No     Travel_Rarely       594 Research & Development
## 731   731  43        No     Travel_Rarely       177 Research & Development
## 732   732  39       Yes     Travel_Rarely      1162                  Sales
## 733   733  27       Yes Travel_Frequently      1337        Human Resources
## 734   734  32       Yes        Non-Travel      1474                  Sales
## 735   735  34        No     Travel_Rarely       479 Research & Development
## 736   736  27        No     Travel_Rarely       511                  Sales
## 737   737  39        No     Travel_Rarely       722                  Sales
## 738   738  59        No     Travel_Rarely       326                  Sales
## 739   739  35        No     Travel_Rarely      1219                  Sales
## 740   740  35        No     Travel_Rarely       538 Research & Development
## 741   741  25        No     Travel_Rarely       959                  Sales
## 742   742  31        No     Travel_Rarely       688                  Sales
## 743   743  37        No     Travel_Rarely       674 Research & Development
## 744   744  23        No     Travel_Rarely       160 Research & Development
## 745   745  25        No     Travel_Rarely      1382                  Sales
## 746   746  24        No     Travel_Rarely       350 Research & Development
## 747   747  29       Yes     Travel_Rarely       350        Human Resources
## 748   748  34        No Travel_Frequently       669 Research & Development
## 749   749  24        No     Travel_Rarely       506 Research & Development
## 750   750  33        No     Travel_Rarely       134 Research & Development
## 751   751  20       Yes Travel_Frequently       769                  Sales
## 752   752  31       Yes Travel_Frequently      1060                  Sales
## 753   753  50        No Travel_Frequently      1234 Research & Development
## 754   754  46       Yes     Travel_Rarely      1254                  Sales
## 755   755  54        No     Travel_Rarely      1217 Research & Development
## 756   756  44        No        Non-Travel       381 Research & Development
## 757   757  35        No     Travel_Rarely      1137 Research & Development
## 758   758  49        No     Travel_Rarely      1495 Research & Development
## 759   759  38        No     Travel_Rarely      1495 Research & Development
## 760   760  45       Yes     Travel_Rarely      1449                  Sales
## 761   761  29       Yes     Travel_Rarely       906 Research & Development
## 762   762  47        No     Travel_Rarely       202 Research & Development
## 763   763  41        No        Non-Travel       256                  Sales
## 764   764  50        No        Non-Travel       145                  Sales
## 765   765  34        No     Travel_Rarely       829        Human Resources
## 766   766  45        No     Travel_Rarely      1015 Research & Development
## 767   767  41        No     Travel_Rarely       509 Research & Development
## 768   768  40        No        Non-Travel      1094                  Sales
## 769   769  46        No     Travel_Rarely       150 Research & Development
## 770   770  45        No        Non-Travel      1050                  Sales
## 771   771  33        No Travel_Frequently       508                  Sales
## 772   772  46        No     Travel_Rarely       526                  Sales
## 773   773  39        No Travel_Frequently       505 Research & Development
## 774   774  36       Yes     Travel_Rarely       318 Research & Development
## 775   775  42        No Travel_Frequently       288 Research & Development
## 776   776  23        No     Travel_Rarely       310 Research & Development
## 777   777  30        No     Travel_Rarely       330        Human Resources
## 778   778  32        No        Non-Travel       862                  Sales
## 779   779  26        No        Non-Travel       786 Research & Development
## 780   780  29       Yes     Travel_Rarely      1092 Research & Development
## 781   781  41       Yes     Travel_Rarely      1356                  Sales
## 782   782  39        No     Travel_Rarely       408 Research & Development
## 783   783  33        No     Travel_Rarely      1075        Human Resources
## 784   784  33        No Travel_Frequently      1146                  Sales
## 785   785  47        No        Non-Travel       543                  Sales
## 786   786  31        No     Travel_Rarely       182 Research & Development
## 787   787  51        No     Travel_Rarely       942 Research & Development
## 788   788  52       Yes     Travel_Rarely       723 Research & Development
## 789   789  55        No     Travel_Rarely       478 Research & Development
## 790   790  25        No     Travel_Rarely       266 Research & Development
## 791   791  49        No     Travel_Rarely       271 Research & Development
## 792   792  34        No     Travel_Rarely       629 Research & Development
## 793   793  38        No     Travel_Rarely       397 Research & Development
## 794   794  36        No     Travel_Rarely      1223 Research & Development
## 795   795  49        No        Non-Travel      1002 Research & Development
## 796   796  33       Yes Travel_Frequently      1076 Research & Development
## 797   797  45        No     Travel_Rarely      1385 Research & Development
## 798   798  22       Yes     Travel_Rarely      1294 Research & Development
## 799   799  19       Yes        Non-Travel       504 Research & Development
## 800   800  36        No     Travel_Rarely      1040 Research & Development
## 801   801  33        No Travel_Frequently      1141                  Sales
## 802   802  31        No     Travel_Rarely       828                  Sales
## 803   803  39        No     Travel_Rarely       117 Research & Development
## 804   804  35       Yes     Travel_Rarely      1204                  Sales
## 805   805  44        No        Non-Travel       489 Research & Development
## 806   806  36        No     Travel_Rarely      1383 Research & Development
## 807   807  25        No     Travel_Rarely      1372                  Sales
## 808   808  22        No     Travel_Rarely      1256 Research & Development
## 809   809  30        No     Travel_Rarely       793 Research & Development
## 810   810  27        No     Travel_Rarely      1157 Research & Development
## 811   811  30        No        Non-Travel       111 Research & Development
## 812   812  25        No     Travel_Rarely       949 Research & Development
## 813   813  24        No     Travel_Rarely      1371                  Sales
## 814   814  47        No     Travel_Rarely      1176        Human Resources
## 815   815  38        No     Travel_Rarely       395                  Sales
## 816   816  33        No     Travel_Rarely       117 Research & Development
## 817   817  30        No     Travel_Rarely       946 Research & Development
## 818   818  33        No     Travel_Rarely       213 Research & Development
## 819   819  30        No     Travel_Rarely      1427 Research & Development
## 820   820  28       Yes     Travel_Rarely      1475                  Sales
## 821   821  32        No     Travel_Rarely       634 Research & Development
## 822   822  29        No     Travel_Rarely      1247                  Sales
## 823   823  34        No     Travel_Rarely       704                  Sales
## 824   824  31       Yes Travel_Frequently       874 Research & Development
## 825   825  36        No     Travel_Rarely       559 Research & Development
## 826   826  46        No     Travel_Rarely       430 Research & Development
## 827   827  31       Yes     Travel_Rarely      1079                  Sales
## 828   828  34        No     Travel_Rarely       131                  Sales
## 829   829  38        No Travel_Frequently       594 Research & Development
## 830   830  50        No Travel_Frequently      1246        Human Resources
## 831   831  45        No        Non-Travel       248 Research & Development
## 832   832  19       Yes     Travel_Rarely       528                  Sales
## 833   833  28        No     Travel_Rarely      1179 Research & Development
## 834   834  19        No     Travel_Rarely       645 Research & Development
## 835   835  55        No        Non-Travel       177 Research & Development
## 836   836  37        No        Non-Travel       142                  Sales
## 837   837  37        No     Travel_Rarely      1439 Research & Development
## 838   838  34        No     Travel_Rarely       258                  Sales
## 839   839  47        No     Travel_Rarely      1001 Research & Development
## 840   840  48        No     Travel_Rarely      1224 Research & Development
## 841   841  18       Yes     Travel_Rarely       230 Research & Development
## 842   842  29        No     Travel_Rarely       332        Human Resources
## 843   843  52        No Travel_Frequently       890 Research & Development
## 844   844  34        No     Travel_Rarely       943 Research & Development
## 845   845  34        No     Travel_Rarely       511                  Sales
## 846   846  28        No     Travel_Rarely      1300 Research & Development
## 847   847  19        No     Travel_Rarely      1181 Research & Development
## 848   848  39        No     Travel_Rarely      1132 Research & Development
## 849   849  40       Yes     Travel_Rarely       575                  Sales
## 850   850  26        No Travel_Frequently      1096 Research & Development
## 851   851  31       Yes     Travel_Rarely       542                  Sales
## 852   852  30        No     Travel_Rarely       125 Research & Development
## 853   853  29        No     Travel_Rarely       153 Research & Development
## 854   854  28        No     Travel_Rarely      1476 Research & Development
## 855   855  35        No     Travel_Rarely       219 Research & Development
## 856   856  35        No     Travel_Rarely       660                  Sales
## 857   857  30       Yes     Travel_Rarely      1005 Research & Development
## 858   858  31        No Travel_Frequently       798 Research & Development
## 859   859  41        No     Travel_Rarely       933 Research & Development
## 860   860  44       Yes     Travel_Rarely       621 Research & Development
## 861   861  51        No Travel_Frequently       968 Research & Development
## 862   862  43        No     Travel_Rarely       531                  Sales
## 863   863  34       Yes        Non-Travel      1362                  Sales
## 864   864  47        No Travel_Frequently       217                  Sales
## 865   865  45        No     Travel_Rarely      1448 Research & Development
## 866   866  48        No     Travel_Rarely       855 Research & Development
## 867   867  32        No        Non-Travel       976                  Sales
## 868   868  47        No     Travel_Rarely       571                  Sales
## 869   869  45        No     Travel_Rarely      1457 Research & Development
## 870   870  35        No Travel_Frequently       138 Research & Development
## 871   871  43        No Travel_Frequently      1422                  Sales
## 872   872  33        No     Travel_Rarely       461 Research & Development
## 873   873  55       Yes     Travel_Rarely       267                  Sales
## 874   874  36        No        Non-Travel      1351 Research & Development
## 875   875  27        No     Travel_Rarely      1302 Research & Development
## 876   876  39       Yes     Travel_Rarely       895                  Sales
## 877   877  33        No        Non-Travel       750                  Sales
## 878   878  21       Yes Travel_Frequently       251 Research & Development
## 879   879  30        No Travel_Frequently      1312 Research & Development
## 880   880  51        No     Travel_Rarely      1405 Research & Development
## 881   881  46       Yes     Travel_Rarely       377                  Sales
## 882   882  40        No     Travel_Rarely       329 Research & Development
## 883   883  29        No     Travel_Rarely      1176                  Sales
## 884   884  27        No Travel_Frequently       829                  Sales
## 885   885  29        No     Travel_Rarely      1210                  Sales
## 886   886  22       Yes     Travel_Rarely       617 Research & Development
## 887   887  29        No     Travel_Rarely       726 Research & Development
## 888   888  34        No     Travel_Rarely       167 Research & Development
## 889   889  31        No     Travel_Rarely       655 Research & Development
## 890   890  35        No     Travel_Rarely       528        Human Resources
## 891   891  40        No     Travel_Rarely       523 Research & Development
## 892   892  30        No     Travel_Rarely      1288                  Sales
## 893   893  46       Yes     Travel_Rarely       669                  Sales
## 894   894  27        No Travel_Frequently      1410                  Sales
## 895   895  49        No     Travel_Rarely      1490 Research & Development
## 896   896  46        No     Travel_Rarely       706 Research & Development
## 897   897  33       Yes     Travel_Rarely       211                  Sales
## 898   898  42        No        Non-Travel       495 Research & Development
## 899   899  34        No     Travel_Rarely       507                  Sales
## 900   900  36        No     Travel_Rarely       329 Research & Development
## 901   901  27        No     Travel_Rarely       591 Research & Development
## 902   902  44        No Travel_Frequently       383                  Sales
## 903   903  48        No     Travel_Rarely       492                  Sales
## 904   904  40        No     Travel_Rarely       543 Research & Development
## 905   905  45        No     Travel_Rarely      1234                  Sales
## 906   906  33        No Travel_Frequently       970                  Sales
## 907   907  46        No Travel_Frequently       638 Research & Development
## 908   908  37        No     Travel_Rarely      1192 Research & Development
## 909   909  28       Yes     Travel_Rarely      1434 Research & Development
## 910   910  32        No     Travel_Rarely       827 Research & Development
## 911   911  43        No     Travel_Rarely       920 Research & Development
## 912   912  38        No Travel_Frequently      1444        Human Resources
## 913   913  40        No     Travel_Rarely       616 Research & Development
## 914   914  34        No     Travel_Rarely      1354 Research & Development
## 915   915  41        No     Travel_Rarely       549 Research & Development
## 916   916  23        No     Travel_Rarely       507 Research & Development
## 917   917  28        No     Travel_Rarely      1217 Research & Development
## 918   918  26        No     Travel_Rarely       572                  Sales
## 919   919  28        No     Travel_Rarely      1144                  Sales
## 920   920  59        No     Travel_Rarely      1324 Research & Development
## 921   921  30        No     Travel_Rarely       413                  Sales
## 922   922  35        No     Travel_Rarely      1229 Research & Development
## 923   923  36       Yes     Travel_Rarely       660 Research & Development
## 924   924  42        No        Non-Travel       179        Human Resources
## 925   925  54        No     Travel_Rarely       584 Research & Development
## 926   926  40        No     Travel_Rarely      1171 Research & Development
## 927   927  32        No     Travel_Rarely       604                  Sales
## 928   928  38        No     Travel_Rarely       201 Research & Development
## 929   929  22        No        Non-Travel      1123 Research & Development
## 930   930  32        No Travel_Frequently      1005 Research & Development
## 931   931  34        No        Non-Travel      1375                  Sales
## 932   932  32        No     Travel_Rarely      1018 Research & Development
## 933   933  41        No     Travel_Rarely       645                  Sales
## 934   934  58       Yes Travel_Frequently       781 Research & Development
## 935   935  20       Yes     Travel_Rarely       129 Research & Development
## 936   936  24       Yes Travel_Frequently       381 Research & Development
## 937   937  46        No     Travel_Rarely       644 Research & Development
## 938   938  51       Yes Travel_Frequently      1150 Research & Development
## 939   939  39        No     Travel_Rarely       116 Research & Development
## 940   940  28        No     Travel_Rarely      1172                  Sales
## 941   941  40       Yes     Travel_Rarely       676 Research & Development
## 942   942  39        No     Travel_Rarely      1462                  Sales
## 943   943  59        No     Travel_Rarely      1435                  Sales
## 944   944  27        No     Travel_Rarely      1055 Research & Development
## 945   945  18        No     Travel_Rarely       812                  Sales
## 946   946  29        No Travel_Frequently       995 Research & Development
## 947   947  21       Yes     Travel_Rarely       337                  Sales
## 948   948  26        No     Travel_Rarely      1349 Research & Development
## 949   949  26       Yes Travel_Frequently       426        Human Resources
## 950   950  47       Yes Travel_Frequently       719                  Sales
## 951   951  42        No        Non-Travel       355 Research & Development
## 952   952  40        No     Travel_Rarely       300                  Sales
## 953   953  37        No     Travel_Rarely       124 Research & Development
## 954   954  27        No Travel_Frequently      1297 Research & Development
## 955   955  39        No        Non-Travel       439 Research & Development
## 956   956  45        No     Travel_Rarely       176        Human Resources
## 957   957  56        No     Travel_Rarely      1400 Research & Development
## 958   958  32        No        Non-Travel      1109 Research & Development
## 959   959  41        No     Travel_Rarely      1206                  Sales
## 960   960  58       Yes     Travel_Rarely       286 Research & Development
## 961   961  29        No     Travel_Rarely       665 Research & Development
## 962   962  40        No     Travel_Rarely      1300 Research & Development
## 963   963  38        No Travel_Frequently       471 Research & Development
## 964   964  39        No     Travel_Rarely       141        Human Resources
## 965   965  25        No     Travel_Rarely      1280 Research & Development
## 966   966  50        No     Travel_Rarely       989 Research & Development
## 967   967  29        No     Travel_Rarely       468 Research & Development
## 968   968  36        No     Travel_Rarely       164                  Sales
## 969   969  50        No Travel_Frequently      1421 Research & Development
## 970   970  26       Yes     Travel_Rarely      1449 Research & Development
## 971   971  27        No     Travel_Rarely       954                  Sales
## 972   972  31        No     Travel_Rarely       616 Research & Development
## 973   973  28        No Travel_Frequently       791 Research & Development
## 974   974  20        No     Travel_Rarely       959 Research & Development
## 975   975  24        No     Travel_Rarely      1206 Research & Development
## 976   976  29       Yes     Travel_Rarely       896 Research & Development
## 977   977  48        No     Travel_Rarely       277 Research & Development
## 978   978  39       Yes     Travel_Rarely       360 Research & Development
## 979   979  35        No     Travel_Rarely       607 Research & Development
## 980   980  49        No     Travel_Rarely      1098 Research & Development
## 981   981  35        No     Travel_Rarely      1402                  Sales
## 982   982  46        No     Travel_Rarely      1125                  Sales
## 983   983  52        No     Travel_Rarely      1323 Research & Development
## 984   984  26        No     Travel_Rarely      1167                  Sales
## 985   985  36        No     Travel_Rarely      1120                  Sales
## 986   986  32       Yes Travel_Frequently       238 Research & Development
## 987   987  22       Yes Travel_Frequently      1256 Research & Development
## 988   988  32        No     Travel_Rarely       601                  Sales
## 989   989  39        No Travel_Frequently       945 Research & Development
## 990   990  31        No     Travel_Rarely       408 Research & Development
## 991   991  39        No     Travel_Rarely      1383        Human Resources
## 992   992  24        No     Travel_Rarely       581 Research & Development
## 993   993  30        No     Travel_Rarely      1240        Human Resources
## 994   994  40        No Travel_Frequently      1184                  Sales
## 995   995  38        No        Non-Travel       152                  Sales
## 996   996  34        No     Travel_Rarely       665 Research & Development
## 997   997  38        No Travel_Frequently      1391 Research & Development
## 998   998  54        No     Travel_Rarely       971 Research & Development
## 999   999  35        No     Travel_Rarely       882                  Sales
## 1000 1000  32       Yes     Travel_Rarely       374 Research & Development
## 1001 1001  46        No     Travel_Rarely       945        Human Resources
## 1002 1002  47        No Travel_Frequently      1309                  Sales
## 1003 1003  32        No     Travel_Rarely       977 Research & Development
## 1004 1004  47        No     Travel_Rarely       983 Research & Development
## 1005 1005  48        No     Travel_Rarely      1108 Research & Development
## 1006 1006  34        No     Travel_Rarely       735                  Sales
## 1007 1007  20        No     Travel_Rarely      1141                  Sales
## 1008 1008  38        No     Travel_Rarely       688 Research & Development
## 1009 1009  53        No     Travel_Rarely      1223 Research & Development
## 1010 1010  53        No     Travel_Rarely      1436                  Sales
## 1011 1011  37       Yes Travel_Frequently       504 Research & Development
## 1012 1012  34        No     Travel_Rarely      1031 Research & Development
## 1013 1013  32        No     Travel_Rarely       588                  Sales
## 1014 1014  34       Yes Travel_Frequently       234 Research & Development
## 1015 1015  30       Yes Travel_Frequently       334                  Sales
## 1016 1016  43        No     Travel_Rarely       990 Research & Development
## 1017 1017  42        No     Travel_Rarely       269 Research & Development
## 1018 1018  35        No     Travel_Rarely       662                  Sales
## 1019 1019  30        No     Travel_Rarely      1339                  Sales
## 1020 1020  18        No        Non-Travel       287 Research & Development
## 1021 1021  45        No     Travel_Rarely       561                  Sales
## 1022 1022  36        No        Non-Travel       845                  Sales
## 1023 1023  39        No     Travel_Rarely       835 Research & Development
## 1024 1024  45        No        Non-Travel      1238 Research & Development
## 1025 1025  41        No Travel_Frequently       857 Research & Development
## 1026 1026  39        No        Non-Travel       105 Research & Development
## 1027 1027  31        No     Travel_Rarely       106        Human Resources
## 1028 1028  25        No     Travel_Rarely       891                  Sales
## 1029 1029  24       Yes     Travel_Rarely       693                  Sales
## 1030 1030  44       Yes     Travel_Rarely      1376        Human Resources
## 1031 1031  32        No     Travel_Rarely       499                  Sales
## 1032 1032  43        No     Travel_Rarely       244        Human Resources
## 1033 1033  27        No     Travel_Rarely       269 Research & Development
## 1034 1034  26        No     Travel_Rarely       482 Research & Development
## 1035 1035  40        No        Non-Travel       663 Research & Development
## 1036 1036  20       Yes     Travel_Rarely      1362 Research & Development
## 1037 1037  25        No     Travel_Rarely       883                  Sales
## 1038 1038  54        No     Travel_Rarely       397        Human Resources
## 1039 1039  39        No     Travel_Rarely      1253 Research & Development
## 1040 1040  29        No     Travel_Rarely       657 Research & Development
## 1041 1041  31       Yes Travel_Frequently       307 Research & Development
## 1042 1042  33        No     Travel_Rarely      1198 Research & Development
## 1043 1043  36        No     Travel_Rarely       557                  Sales
## 1044 1044  36        No     Travel_Rarely       928                  Sales
## 1045 1045  28        No        Non-Travel      1103 Research & Development
## 1046 1046  28       Yes Travel_Frequently      1009 Research & Development
## 1047 1047  38       Yes     Travel_Rarely       903 Research & Development
## 1048 1048  33        No Travel_Frequently       553 Research & Development
## 1049 1049  27       Yes     Travel_Rarely       135 Research & Development
## 1050 1050  35       Yes     Travel_Rarely       763                  Sales
## 1051 1051  53       Yes     Travel_Rarely       607 Research & Development
## 1052 1052  36        No Travel_Frequently       635 Research & Development
## 1053 1053  43        No     Travel_Rarely      1473 Research & Development
## 1054 1054  28        No     Travel_Rarely       995 Research & Development
## 1055 1055  27        No Travel_Frequently       591 Research & Development
## 1056 1056  25       Yes     Travel_Rarely       688 Research & Development
## 1057 1057  27        No Travel_Frequently       472 Research & Development
## 1058 1058  43        No     Travel_Rarely      1034                  Sales
## 1059 1059  37        No     Travel_Rarely      1239        Human Resources
## 1060 1060  28        No     Travel_Rarely      1451 Research & Development
## 1061 1061  57        No     Travel_Rarely       405 Research & Development
## 1062 1062  34        No Travel_Frequently       426 Research & Development
## 1063 1063  33        No Travel_Frequently      1296 Research & Development
## 1064 1064  23       Yes     Travel_Rarely       427                  Sales
## 1065 1065  58        No        Non-Travel       390 Research & Development
## 1066 1066  23        No     Travel_Rarely       650 Research & Development
## 1067 1067  40        No     Travel_Rarely      1194 Research & Development
## 1068 1068  60        No     Travel_Rarely       422 Research & Development
## 1069 1069  33        No Travel_Frequently       430                  Sales
## 1070 1070  50        No     Travel_Rarely       316                  Sales
## 1071 1071  27        No     Travel_Rarely      1291                  Sales
## 1072 1072  31        No     Travel_Rarely       480 Research & Development
## 1073 1073  20        No     Travel_Rarely       654                  Sales
## 1074 1074  30        No     Travel_Rarely       305 Research & Development
## 1075 1075  56        No     Travel_Rarely      1443                  Sales
## 1076 1076  46        No     Travel_Rarely      1402                  Sales
## 1077 1077  53        No     Travel_Rarely      1282 Research & Development
## 1078 1078  31        No     Travel_Rarely       311 Research & Development
## 1079 1079  36        No     Travel_Rarely       506 Research & Development
## 1080 1080  42        No Travel_Frequently       532 Research & Development
## 1081 1081  40        No     Travel_Rarely      1322 Research & Development
## 1082 1082  35        No     Travel_Rarely       287 Research & Development
## 1083 1083  23       Yes Travel_Frequently       638                  Sales
## 1084 1084  35        No     Travel_Rarely       619                  Sales
## 1085 1085  38        No Travel_Frequently       216 Research & Development
## 1086 1086  40        No Travel_Frequently       580                  Sales
## 1087 1087  31        No     Travel_Rarely      1003                  Sales
## 1088 1088  38        No     Travel_Rarely       268 Research & Development
## 1089 1089  31        No     Travel_Rarely       691 Research & Development
## 1090 1090  27        No     Travel_Rarely       205                  Sales
## 1091 1091  29        No     Travel_Rarely       144                  Sales
## 1092 1092  36        No        Non-Travel       301                  Sales
## 1093 1093  37        No Travel_Frequently       663 Research & Development
## 1094 1094  40        No     Travel_Rarely       107                  Sales
## 1095 1095  25        No        Non-Travel       675 Research & Development
## 1096 1096  37        No     Travel_Rarely       446 Research & Development
## 1097 1097  37        No     Travel_Rarely      1017 Research & Development
## 1098 1098  30       Yes Travel_Frequently       600        Human Resources
## 1099 1099  32        No     Travel_Rarely      1062 Research & Development
## 1100 1100  37       Yes     Travel_Rarely       370 Research & Development
## 1101 1101  40        No     Travel_Rarely       989 Research & Development
## 1102 1102  40        No     Travel_Rarely       759                  Sales
## 1103 1103  38        No        Non-Travel      1327                  Sales
## 1104 1104  53        No     Travel_Rarely       661                  Sales
## 1105 1105  36        No     Travel_Rarely       188 Research & Development
## 1106 1106  29        No Travel_Frequently       490 Research & Development
## 1107 1107  27        No     Travel_Rarely      1103 Research & Development
## 1108 1108  44        No     Travel_Rarely      1112        Human Resources
## 1109 1109  27        No Travel_Frequently      1242                  Sales
## 1110 1110  35        No     Travel_Rarely       682                  Sales
## 1111 1111  35        No        Non-Travel       208 Research & Development
## 1112 1112  59        No     Travel_Rarely      1089                  Sales
## 1113 1113  33       Yes     Travel_Rarely      1277 Research & Development
## 1114 1114  50       Yes Travel_Frequently       562                  Sales
## 1115 1115  47        No     Travel_Rarely      1180 Research & Development
## 1116 1116  27        No Travel_Frequently      1131 Research & Development
## 1117 1117  37        No     Travel_Rarely      1305 Research & Development
## 1118 1118  28        No        Non-Travel      1476 Research & Development
## 1119 1119  58        No     Travel_Rarely      1272 Research & Development
## 1120 1120  34        No     Travel_Rarely       204                  Sales
## 1121 1121  50       Yes     Travel_Rarely       410                  Sales
## 1122 1122  48        No        Non-Travel      1262 Research & Development
## 1123 1123  31        No Travel_Frequently      1125 Research & Development
## 1124 1124  45        No        Non-Travel      1195 Research & Development
## 1125 1125  34        No     Travel_Rarely      1320 Research & Development
## 1126 1126  19       Yes Travel_Frequently       602                  Sales
## 1127 1127  24       Yes Travel_Frequently      1287 Research & Development
## 1128 1128  52        No     Travel_Rarely      1325 Research & Development
## 1129 1129  41        No     Travel_Rarely       334                  Sales
## 1130 1130  22        No     Travel_Rarely       217 Research & Development
## 1131 1131  31        No Travel_Frequently      1327 Research & Development
## 1132 1132  39        No     Travel_Rarely       412 Research & Development
## 1133 1133  42        No     Travel_Rarely       622 Research & Development
## 1134 1134  38        No Travel_Frequently       148 Research & Development
## 1135 1135  32       Yes     Travel_Rarely      1033 Research & Development
## 1136 1136  26        No     Travel_Rarely       192 Research & Development
## 1137 1137  37        No     Travel_Rarely       921 Research & Development
## 1138 1138  41        No Travel_Frequently      1018                  Sales
## 1139 1139  38        No     Travel_Rarely       119                  Sales
## 1140 1140  43        No     Travel_Rarely      1291 Research & Development
## 1141 1141  31        No     Travel_Rarely      1463 Research & Development
## 1142 1142  42        No     Travel_Rarely       691                  Sales
## 1143 1143  48        No     Travel_Rarely      1355 Research & Development
## 1144 1144  28        No     Travel_Rarely       821                  Sales
## 1145 1145  44        No Travel_Frequently       602        Human Resources
## 1146 1146  45        No     Travel_Rarely       374                  Sales
## 1147 1147  34        No     Travel_Rarely       628 Research & Development
## 1148 1148  31        No     Travel_Rarely       471 Research & Development
## 1149 1149  29        No     Travel_Rarely      1010 Research & Development
## 1150 1150  30        No     Travel_Rarely       288 Research & Development
## 1151 1151  38        No Travel_Frequently       693 Research & Development
## 1152 1152  27        No Travel_Frequently       793                  Sales
## 1153 1153  54        No Travel_Frequently       928 Research & Development
## 1154 1154  28       Yes     Travel_Rarely      1485 Research & Development
## 1155 1155  49        No     Travel_Rarely       470 Research & Development
## 1156 1156  51        No     Travel_Rarely       313 Research & Development
## 1157 1157  29       Yes     Travel_Rarely       341                  Sales
## 1158 1158  36        No     Travel_Rarely       430 Research & Development
## 1159 1159  27        No     Travel_Rarely       199 Research & Development
## 1160 1160  36        No     Travel_Rarely       216 Research & Development
## 1161 1161  44       Yes     Travel_Rarely      1097 Research & Development
## 1162 1162  38        No     Travel_Rarely       168 Research & Development
## 1163 1163  29        No Travel_Frequently       574 Research & Development
## 1164 1164  37        No     Travel_Rarely       799 Research & Development
## 1165 1165  26       Yes Travel_Frequently       887 Research & Development
## 1166 1166  32        No Travel_Frequently       116 Research & Development
## 1167 1167  40        No     Travel_Rarely      1492 Research & Development
## 1168 1168  30        No     Travel_Rarely      1082                  Sales
## 1169 1169  27        No     Travel_Rarely       798 Research & Development
## 1170 1170  37        No     Travel_Rarely       290 Research & Development
##      DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1                  13         4    Life Sciences             1            859
## 2                  14         3          Medical             1           1128
## 3                  18         2    Life Sciences             1           1412
## 4                   1         4        Marketing             1           2016
## 5                   2         1 Technical Degree             1           1646
## 6                  10         2    Life Sciences             1            733
## 7                   5         5          Medical             1           1448
## 8                  10         4    Life Sciences             1           1105
## 9                  10         4    Life Sciences             1           1055
## 10                 10         4 Technical Degree             1           1597
## 11                  6         3          Medical             1           1866
## 12                  1         2    Life Sciences             1           1858
## 13                  7         3            Other             1            845
## 14                  2         1 Technical Degree             1            508
## 15                  1         2    Life Sciences             1           1314
## 16                 20         2        Marketing             1            947
## 17                  3         4          Medical             1            966
## 18                  7         4          Medical             1            487
## 19                  2         4          Medical             1           1755
## 20                  1         4    Life Sciences             1           1903
## 21                  9         2          Medical             1            699
## 22                  2         1        Marketing             1            712
## 23                  9         5          Medical             1            663
## 24                  2         4            Other             1           1613
## 25                  1         3    Life Sciences             1            969
## 26                  5         3        Marketing             1           1267
## 27                 14         3    Life Sciences             1           1582
## 28                  9         4        Marketing             1           1157
## 29                 24         4    Life Sciences             1           1968
## 30                 19         4          Medical             1            791
## 31                  9         2          Medical             1            195
## 32                 21         3          Medical             1           1698
## 33                  2         3 Technical Degree             1            363
## 34                  1         4          Medical             1           1172
## 35                  5         4    Life Sciences             1           1966
## 36                  7         3    Life Sciences             1            359
## 37                 10         3          Medical             1           1639
## 38                 13         5        Marketing             1           1733
## 39                  8         4    Life Sciences             1           1338
## 40                 20         3    Life Sciences             1           1135
## 41                  2         3          Medical             1           1824
## 42                  2         2 Technical Degree             1            783
## 43                 16         3          Medical             1           1674
## 44                  9         2            Other             1           1595
## 45                  1         2    Life Sciences             1           1270
## 46                  9         2          Medical             1           1480
## 47                  1         2    Life Sciences             1           1734
## 48                 10         4        Marketing             1           1119
## 49                  5         3        Marketing             1            614
## 50                  9         3          Medical             1            218
## 51                  1         1    Life Sciences             1            662
## 52                  1         3          Medical             1           1423
## 53                  2         1    Life Sciences             1           1246
## 54                  4         2    Life Sciences             1            972
## 55                  8         4    Life Sciences             1             98
## 56                  9         4    Life Sciences             1           1772
## 57                 19         3          Medical             1            752
## 58                  3         1          Medical             1           1586
## 59                  1         4          Medical             1            380
## 60                 24         1    Life Sciences             1           1273
## 61                  3         1    Life Sciences             1            967
## 62                 10         4 Technical Degree             1           1312
## 63                  2         2    Life Sciences             1           1996
## 64                 14         3          Medical             1           1839
## 65                 17         2    Life Sciences             1           1219
## 66                  5         2    Life Sciences             1             21
## 67                  6         4    Life Sciences             1            691
## 68                 12         2            Other             1           1982
## 69                  1         3          Medical             1             88
## 70                  1         3    Life Sciences             1            391
## 71                  1         3    Life Sciences             1           1999
## 72                  5         3          Medical             1           1469
## 73                 23         2    Life Sciences             1            261
## 74                 12         4    Life Sciences             1           1158
## 75                  5         3    Life Sciences             1           1319
## 76                  1         2          Medical             1             57
## 77                  1         3 Technical Degree             1           1535
## 78                  1         4    Life Sciences             1           1602
## 79                  6         3          Medical             1            302
## 80                  2         1          Medical             1           1974
## 81                 11         2          Medical             1           1033
## 82                 27         4    Life Sciences             1           1728
## 83                  6         4    Life Sciences             1           1997
## 84                  6         3          Medical             1            474
## 85                  2         4    Life Sciences             1           1294
## 86                  2         3    Life Sciences             1           1032
## 87                 14         4        Marketing             1            728
## 88                 14         4            Other             1           1010
## 89                  8         3    Life Sciences             1             56
## 90                  2         4        Marketing             1             38
## 91                  2         2    Life Sciences             1            556
## 92                 23         1    Life Sciences             1           1165
## 93                  2         2            Other             1              4
## 94                 10         4          Medical             1           1587
## 95                 11         3    Life Sciences             1            226
## 96                  1         1    Life Sciences             1            387
## 97                  3         3    Life Sciences             1           1527
## 98                  2         2    Life Sciences             1            139
## 99                  2         1    Life Sciences             1           1513
## 100                 1         3    Life Sciences             1           1447
## 101                11         1    Life Sciences             1           1434
## 102                 8         2    Life Sciences             1           1453
## 103                 4         4        Marketing             1            523
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## 1145                       1   Male         37              3        2
## 1146                       4 Female         50              3        2
## 1147                       2   Male         82              4        2
## 1148                       1 Female         62              4        1
## 1149                       1 Female         97              3        1
## 1150                       3   Male         99              2        2
## 1151                       4   Male         57              4        1
## 1152                       4   Male         43              1        2
## 1153                       4 Female         31              3        2
## 1154                       3 Female         79              3        1
## 1155                       3 Female         96              3        2
## 1156                       4 Female         98              3        4
## 1157                       2 Female         48              2        1
## 1158                       4 Female         73              3        2
## 1159                       4   Male         55              2        1
## 1160                       2   Male         84              3        2
## 1161                       3   Male         96              3        1
## 1162                       3 Female         81              3        3
## 1163                       4   Male         40              3        1
## 1164                       2 Female         59              3        3
## 1165                       3 Female         88              2        1
## 1166                       3 Female         77              2        1
## 1167                       1   Male         61              3        3
## 1168                       2 Female         83              3        2
## 1169                       1 Female         66              2        1
## 1170                       2   Male         65              4        1
##                        JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1              Sales Executive               4      Divorced        9250
## 2            Research Director               3        Single       17544
## 3       Manufacturing Director               4        Single       19944
## 4              Sales Executive               4       Married       24032
## 5           Research Scientist               4        Single       17218
## 6       Manufacturing Director               1      Divorced        4809
## 7           Research Scientist               3       Married        5561
## 8              Sales Executive               4      Divorced       24223
## 9         Sales Representative               3       Married       18410
## 10   Healthcare Representative               3       Married       15332
## 11                     Manager               3       Married       22539
## 12             Human Resources               4      Divorced       10494
## 13      Manufacturing Director               3        Single       18869
## 14        Sales Representative               2       Married       17434
## 15             Human Resources               1        Single       22957
## 16             Sales Executive               3       Married       24406
## 17      Manufacturing Director               1       Married       13554
## 18      Manufacturing Director               3       Married       16044
## 19          Research Scientist               4       Married        5586
## 20   Healthcare Representative               1       Married        9364
## 21      Manufacturing Director               2      Divorced       13934
## 22             Sales Executive               2       Married       18597
## 23       Laboratory Technician               3      Divorced       19627
## 24             Sales Executive               1        Single       21602
## 25   Healthcare Representative               4        Single       12291
## 26                     Manager               2       Married        8751
## 27             Sales Executive               2       Married       12355
## 28             Sales Executive               1        Single       18385
## 29             Sales Executive               1        Single        5843
## 30          Research Scientist               4       Married       26589
## 31             Sales Executive               4      Divorced       22812
## 32       Laboratory Technician               2       Married       13637
## 33                     Manager               2       Married       14977
## 34       Laboratory Technician               3       Married       16340
## 35      Manufacturing Director               4        Single       10138
## 36       Laboratory Technician               2       Married       26062
## 37             Sales Executive               1       Married       21530
## 38             Sales Executive               1      Divorced        8658
## 39                     Manager               2        Single        4022
## 40        Sales Representative               4       Married       21981
## 41                     Manager               2      Divorced       22577
## 42        Sales Representative               3        Single       12388
## 43       Laboratory Technician               1      Divorced       24941
## 44                     Manager               4        Single       26362
## 45          Research Scientist               3       Married       16901
## 46       Laboratory Technician               4        Single       16458
## 47             Sales Executive               2        Single       12147
## 48             Sales Executive               3      Divorced        5569
## 49        Sales Representative               2        Single        8059
## 50          Research Scientist               2      Divorced        5970
## 51          Research Scientist               1        Single       14561
## 52           Research Director               1       Married       22456
## 53          Research Scientist               4       Married       19982
## 54       Laboratory Technician               2       Married       23163
## 55      Manufacturing Director               4        Single       20682
## 56       Laboratory Technician               1      Divorced       20520
## 57          Research Scientist               3      Divorced       20366
## 58       Laboratory Technician               1        Single       16213
## 59           Research Director               4      Divorced       11677
## 60        Sales Representative               4        Single        8040
## 61             Sales Executive               4       Married        5518
## 62   Healthcare Representative               3       Married        5747
## 63        Sales Representative               3       Married        6393
## 64          Research Scientist               3        Single        8018
## 65       Laboratory Technician               2       Married        3372
## 66          Research Scientist               2      Divorced       15053
## 67          Research Scientist               4        Single       19368
## 68       Laboratory Technician               4        Single       13672
## 69          Research Scientist               1       Married        5868
## 70          Research Scientist               4        Single       15881
## 71          Research Scientist               4       Married       21412
## 72             Sales Executive               1        Single       23490
## 73      Manufacturing Director               3       Married       15497
## 74       Laboratory Technician               4       Married        9051
## 75             Sales Executive               2        Single       21534
## 76       Laboratory Technician               4        Single       10781
## 77             Sales Executive               3       Married       12288
## 78                     Manager               1        Single        3156
## 79             Sales Executive               4        Single       16840
## 80       Laboratory Technician               4      Divorced       17536
## 81   Healthcare Representative               2       Married       14382
## 82      Manufacturing Director               3       Married        5151
## 83      Manufacturing Director               3       Married       14284
## 84          Research Scientist               1      Divorced       17001
## 85      Manufacturing Director               2        Single        2323
## 86      Manufacturing Director               4        Single       21829
## 87             Sales Executive               1        Single       11825
## 88       Laboratory Technician               2      Divorced       10074
## 89             Sales Executive               3        Single        2975
## 90                     Manager               1        Single       22822
## 91       Laboratory Technician               4       Married       12106
## 92             Sales Executive               1       Married       11162
## 93       Laboratory Technician               3        Single        2396
## 94   Healthcare Representative               3        Single        4223
## 95                     Manager               2        Single       17053
## 96             Sales Executive               3       Married       24532
## 97                     Manager               2       Married       11380
## 98   Healthcare Representative               4      Divorced       15850
## 99       Laboratory Technician               2       Married        4668
## 100      Laboratory Technician               2       Married        3708
## 101      Laboratory Technician               1       Married        7679
## 102            Sales Executive               4      Divorced        8386
## 103            Sales Executive               3       Married       12740
## 104         Research Scientist               1       Married        8544
## 105          Research Director               2        Single       19764
## 106      Laboratory Technician               4       Married       13421
## 107     Manufacturing Director               3       Married       26283
## 108                    Manager               2       Married       25811
## 109  Healthcare Representative               2       Married       10842
## 110         Research Scientist               1        Single       11288
## 111         Research Scientist               3      Divorced       22088
## 112                    Manager               4       Married       13829
## 113  Healthcare Representative               2        Single       15322
## 114  Healthcare Representative               1      Divorced        4761
## 115            Sales Executive               1       Married       21026
## 116            Sales Executive               2        Single        4814
## 117            Sales Executive               4        Single       20623
## 118      Laboratory Technician               2       Married       23679
## 119         Research Scientist               3      Divorced        4609
## 120  Healthcare Representative               4        Single        6163
## 121          Research Director               1       Married       20335
## 122       Sales Representative               1        Single       25479
## 123            Sales Executive               1      Divorced       19239
## 124            Sales Executive               4        Single        7791
## 125            Sales Executive               4        Single       20260
## 126            Sales Executive               4       Married       13586
## 127         Research Scientist               1        Single        4681
## 128     Manufacturing Director               4       Married       23888
## 129         Research Scientist               3        Single       20003
## 130            Sales Executive               1      Divorced        7739
## 131            Sales Executive               2      Divorced        3356
## 132            Sales Executive               4        Single        8191
## 133  Healthcare Representative               4       Married        4386
## 134     Manufacturing Director               2       Married        7693
## 135      Laboratory Technician               3      Divorced        6227
## 136  Healthcare Representative               2       Married        9931
## 137      Laboratory Technician               1       Married        6689
## 138     Manufacturing Director               3       Married       13943
## 139      Laboratory Technician               1       Married        4303
## 140            Sales Executive               4        Single       14506
## 141     Manufacturing Director               2       Married       18235
## 142         Research Scientist               3      Divorced       26076
## 143     Manufacturing Director               3      Divorced       24208
## 144            Sales Executive               4       Married       22825
## 145  Healthcare Representative               3      Divorced       13888
## 146            Sales Executive               3       Married       16928
## 147         Research Scientist               2       Married        4673
## 148            Sales Executive               1       Married       10589
## 149      Laboratory Technician               2        Single        6409
## 150     Manufacturing Director               1      Divorced       20460
## 151            Sales Executive               1      Divorced       11512
## 152            Sales Executive               4        Single       21703
## 153            Sales Executive               3       Married       16985
## 154  Healthcare Representative               2        Single       15530
## 155      Laboratory Technician               2      Divorced        6896
## 156            Sales Executive               3       Married        6069
## 157            Sales Executive               2       Married        4258
## 158  Healthcare Representative               4      Divorced       13547
## 159     Manufacturing Director               1       Married       11535
## 160          Research Director               1       Married       23281
## 161      Laboratory Technician               4       Married       15998
## 162  Healthcare Representative               1        Single       12355
## 163            Sales Executive               3      Divorced       20431
## 164         Research Scientist               1        Single       23016
## 165            Sales Executive               2       Married        5100
## 166       Sales Representative               3        Single       22052
## 167          Research Director               2       Married        3498
## 168          Research Director               3      Divorced       22578
## 169         Research Scientist               1      Divorced       22087
## 170         Research Scientist               4      Divorced       26968
## 171            Sales Executive               4      Divorced       25275
## 172         Research Scientist               2       Married        2125
## 173  Healthcare Representative               3       Married        8984
## 174            Sales Executive               3      Divorced       21708
## 175                    Manager               3      Divorced       13938
## 176         Research Scientist               2        Single       25326
## 177                    Manager               1       Married       21199
## 178         Research Scientist               1       Married       15346
## 179            Sales Executive               4        Single       15589
## 180            Sales Executive               4        Single       12930
## 181     Manufacturing Director               2      Divorced       19588
## 182            Sales Executive               1      Divorced       19461
## 183         Research Scientist               3        Single       16090
## 184     Manufacturing Director               2        Single        9150
## 185      Laboratory Technician               3       Married       17872
## 186         Research Scientist               4       Married        2613
## 187     Manufacturing Director               3      Divorced        4973
## 188                    Manager               2      Divorced       21086
## 189          Research Director               2      Divorced       15815
## 190            Sales Executive               3       Married        8863
## 191         Research Scientist               4       Married       11934
## 192            Sales Executive               1       Married        8277
## 193     Manufacturing Director               3      Divorced       26314
## 194            Sales Executive               4       Married       19658
## 195         Research Scientist               4        Single        4050
## 196         Research Scientist               4       Married       23231
## 197      Laboratory Technician               4       Married       18725
## 198            Sales Executive               2       Married       11879
## 199  Healthcare Representative               4       Married        2094
## 200      Laboratory Technician               2       Married        9100
## 201            Sales Executive               2        Single       17071
## 202         Research Scientist               2       Married        7346
## 203     Manufacturing Director               3       Married       19124
## 204         Research Scientist               2        Single        3872
## 205       Sales Representative               2       Married       20990
## 206         Research Scientist               1       Married        7508
## 207            Sales Executive               3        Single        9489
## 208  Healthcare Representative               1       Married       11354
## 209         Research Scientist               1      Divorced       10415
## 210            Sales Executive               3      Divorced       21196
## 211     Manufacturing Director               2       Married        5640
## 212                    Manager               3       Married        7770
## 213         Research Scientist               4        Single       15232
## 214     Manufacturing Director               4       Married        4051
## 215         Research Scientist               4        Single       15174
## 216         Research Scientist               3      Divorced        8045
## 217  Healthcare Representative               3       Married       22174
## 218                    Manager               4      Divorced        2437
## 219         Research Scientist               3        Single       23910
## 220         Research Scientist               4        Single        9973
## 221            Sales Executive               4        Single       18686
## 222            Sales Executive               1       Married        5630
## 223            Sales Executive               4      Divorced       16130
## 224         Research Scientist               3      Divorced       12530
## 225         Research Scientist               4      Divorced       14293
## 226      Laboratory Technician               2       Married        4077
## 227      Laboratory Technician               4      Divorced       10910
## 228         Research Scientist               2      Divorced       12392
## 229            Sales Executive               3       Married       17519
## 230  Healthcare Representative               3       Married       11652
## 231     Manufacturing Director               4      Divorced        5388
## 232       Sales Representative               4       Married        9687
## 233            Sales Executive               3       Married       24164
## 234            Sales Executive               1       Married       17011
## 235                    Manager               4       Married       19494
## 236            Sales Executive               3       Married       14922
## 237                    Manager               3       Married       17312
## 238         Research Scientist               4       Married       18089
## 239            Human Resources               2       Married       19655
## 240          Research Director               1      Divorced       21981
## 241     Manufacturing Director               1       Married        6950
## 242                    Manager               2        Single       13035
## 243         Research Scientist               2       Married        4956
## 244       Sales Representative               1       Married       15182
## 245     Manufacturing Director               4       Married       17689
## 246      Laboratory Technician               4      Divorced        6054
## 247     Manufacturing Director               4        Single       25713
## 248       Sales Representative               2       Married       18024
## 249         Research Scientist               4      Divorced       13953
## 250                    Manager               1       Married        5626
## 251      Laboratory Technician               3      Divorced       20439
## 252            Sales Executive               4      Divorced       25952
## 253         Research Scientist               3        Single        6153
## 254            Human Resources               1       Married       21495
## 255          Research Director               2      Divorced       25178
## 256         Research Scientist               3        Single       24978
## 257       Sales Representative               2      Divorced        3909
## 258            Sales Executive               1      Divorced       12761
## 259            Sales Executive               4       Married       24444
## 260      Laboratory Technician               3      Divorced        7298
## 261       Sales Representative               4        Single       11882
## 262         Research Scientist               1        Single        7568
## 263      Laboratory Technician               4       Married       22149
## 264       Sales Representative               4       Married       18203
## 265      Laboratory Technician               3       Married       13257
## 266      Laboratory Technician               2       Married       16479
## 267          Research Director               1      Divorced       11929
## 268      Laboratory Technician               2        Single       24852
## 269  Healthcare Representative               3      Divorced       18079
## 270     Manufacturing Director               1       Married        9096
## 271            Sales Executive               3       Married       19665
## 272         Research Scientist               2      Divorced       19332
## 273       Sales Representative               3       Married        7018
## 274            Sales Executive               1       Married       13494
## 275          Research Director               2        Single       13339
## 276                    Manager               1      Divorced       18575
## 277         Research Scientist               2       Married       24440
## 278      Laboratory Technician               4        Single       10675
## 279            Sales Executive               3        Single       26959
## 280  Healthcare Representative               3       Married       16143
## 281            Sales Executive               4       Married        6069
## 282      Laboratory Technician               1        Single        3119
## 283  Healthcare Representative               4      Divorced        9060
## 284            Sales Executive               4      Divorced        7143
## 285            Human Resources               3       Married        6004
## 286      Laboratory Technician               3       Married       22949
## 287         Research Scientist               2        Single       26092
## 288      Laboratory Technician               4      Divorced        8758
## 289            Sales Executive               4       Married       22952
## 290       Sales Representative               4       Married       20317
## 291      Laboratory Technician               4      Divorced       11005
## 292      Laboratory Technician               2       Married        6927
## 293         Research Scientist               2        Single       11781
## 294          Research Director               2       Married       17231
## 295                    Manager               4        Single       17381
## 296      Laboratory Technician               3       Married       20232
## 297     Manufacturing Director               3       Married       14074
## 298      Laboratory Technician               3        Single       22887
## 299         Research Scientist               1        Single       10322
## 300         Research Scientist               4       Married       24737
## 301            Sales Executive               2       Married        8891
## 302            Sales Executive               1       Married       11031
## 303         Research Scientist               2      Divorced       23737
## 304         Research Scientist               3        Single       18698
## 305         Research Scientist               3        Single       26227
## 306      Laboratory Technician               4       Married       10778
## 307      Laboratory Technician               4       Married       20165
## 308         Research Scientist               4       Married       22478
## 309  Healthcare Representative               2       Married       12992
## 310            Sales Executive               2       Married       15678
## 311         Research Scientist               4       Married       13008
## 312     Manufacturing Director               3        Single       20364
## 313         Research Scientist               3        Single        4156
## 314     Manufacturing Director               3       Married       13983
## 315            Sales Executive               1        Single       11924
## 316            Sales Executive               4        Single        8571
## 317       Sales Representative               3       Married       11314
## 318  Healthcare Representative               3        Single       14120
## 319            Sales Executive               4       Married        3567
## 320         Research Scientist               4        Single       21221
## 321      Laboratory Technician               2       Married        3974
## 322         Research Scientist               4       Married        7660
## 323         Research Scientist               4      Divorced        2373
## 324         Research Scientist               1      Divorced       21029
## 325     Manufacturing Director               4       Married        7060
## 326         Research Scientist               3        Single       17808
## 327          Research Director               4      Divorced        3549
## 328         Research Scientist               1      Divorced       11189
## 329         Research Scientist               2      Divorced       18115
## 330                    Manager               1       Married       16616
## 331                    Manager               3        Single       22384
## 332            Sales Executive               4       Married       25812
## 333         Research Scientist               2      Divorced       11092
## 334     Manufacturing Director               1       Married        6009
## 335                    Manager               4       Married       21922
## 336         Research Scientist               3        Single        3129
## 337            Sales Executive               4      Divorced       18500
## 338  Healthcare Representative               4        Single       22266
## 339            Sales Executive               3        Single       17251
## 340      Laboratory Technician               1      Divorced       19715
## 341         Research Scientist               1       Married       13072
## 342      Laboratory Technician               4       Married       14222
## 343  Healthcare Representative               4      Divorced       21214
## 344         Research Scientist               3      Divorced       22653
## 345            Sales Executive               1      Divorced       13192
## 346            Sales Executive               1        Single       25098
## 347     Manufacturing Director               3        Single       15834
## 348     Manufacturing Director               2      Divorced       26767
## 349         Research Scientist               3        Single        4279
## 350  Healthcare Representative               4       Married       20420
## 351          Research Director               1       Married       14842
## 352            Sales Executive               4       Married       12241
## 353         Research Scientist               4       Married       21203
## 354  Healthcare Representative               4      Divorced        8841
## 355            Sales Executive               3      Divorced       26458
## 356            Sales Executive               1        Single       15891
## 357         Research Scientist               2       Married       23300
## 358         Research Scientist               2       Married       18300
## 359     Manufacturing Director               4       Married       10877
## 360      Laboratory Technician               4       Married       20251
## 361                    Manager               3       Married        5678
## 362       Sales Representative               1        Single       10642
## 363                    Manager               4       Married       25846
## 364          Research Director               3      Divorced        5949
## 365                    Manager               3       Married        6992
## 366            Sales Executive               1       Married       18256
## 367      Laboratory Technician               2      Divorced       22534
## 368            Sales Executive               1       Married       19345
## 369         Research Scientist               3       Married       12826
## 370         Research Scientist               4        Single       10557
## 371     Manufacturing Director               1       Married       11275
## 372            Sales Executive               1       Married        2890
## 373      Laboratory Technician               1      Divorced       20308
## 374         Research Scientist               2       Married        9953
## 375       Sales Representative               1        Single       21082
## 376          Research Director               4        Single       24450
## 377      Laboratory Technician               1        Single        8269
## 378            Sales Executive               4      Divorced        2900
## 379         Research Scientist               4       Married       26933
## 380         Research Scientist               3       Married       11539
## 381          Research Director               3       Married       16375
## 382            Human Resources               3       Married        8916
## 383            Sales Executive               1      Divorced       24795
## 384       Sales Representative               1      Divorced        9518
## 385         Research Scientist               3       Married       10332
## 386          Research Director               1       Married       16292
## 387            Sales Executive               3        Single        9096
## 388     Manufacturing Director               4      Divorced       22645
## 389       Sales Representative               4        Single        7439
## 390       Sales Representative               2        Single        9150
## 391            Sales Executive               1       Married       13305
## 392            Sales Executive               4       Married       21436
## 393         Research Scientist               1      Divorced        3995
## 394            Sales Executive               1       Married        2845
## 395         Research Scientist               4        Single        9068
## 396         Research Scientist               4      Divorced        7747
## 397          Research Director               3       Married        2288
## 398            Human Resources               3       Married        3072
## 399  Healthcare Representative               3      Divorced       26236
## 400     Manufacturing Director               3        Single       19719
## 401     Manufacturing Director               4        Single       24793
## 402     Manufacturing Director               3      Divorced       16439
## 403      Laboratory Technician               3        Single        5411
## 404  Healthcare Representative               1       Married       22792
## 405         Research Scientist               1        Single       17852
## 406          Research Director               4      Divorced        2671
## 407            Sales Executive               4       Married       13402
## 408      Laboratory Technician               3      Divorced        6865
## 409                    Manager               4       Married       22021
## 410          Research Director               1       Married        5200
## 411            Human Resources               1       Married        8635
## 412            Sales Executive               3        Single       15869
## 413         Research Scientist               2       Married       10227
## 414            Sales Executive               4        Single       26075
## 415       Sales Representative               3      Divorced       12253
## 416     Manufacturing Director               4      Divorced       24442
## 417      Laboratory Technician               4        Single        7181
## 418      Laboratory Technician               4       Married        7122
## 419     Manufacturing Director               4       Married        9961
## 420          Research Director               3       Married       21526
## 421     Manufacturing Director               2       Married       17736
## 422         Research Scientist               3       Married       23866
## 423            Sales Executive               3       Married       20739
## 424      Laboratory Technician               4        Single       19305
## 425            Sales Executive               1       Married       24232
## 426            Sales Executive               4      Divorced        5268
## 427         Research Scientist               3      Divorced        7152
## 428         Research Scientist               3        Single       10531
## 429      Laboratory Technician               3        Single        9571
## 430     Manufacturing Director               1       Married       23687
## 431            Sales Executive               3        Single        5242
## 432         Research Scientist               3      Divorced        8532
## 433      Laboratory Technician               1        Single       22710
## 434         Research Scientist               1      Divorced       10007
## 435            Sales Executive               2      Divorced       20652
## 436            Sales Executive               2       Married        3415
## 437         Research Scientist               3        Single       16374
## 438      Laboratory Technician               1        Single       20006
## 439       Sales Representative               3       Married        3810
## 440  Healthcare Representative               4        Single       19383
## 441         Research Scientist               3        Single        2338
## 442      Laboratory Technician               3       Married       25412
## 443      Laboratory Technician               3        Single       14935
## 444            Human Resources               4      Divorced        4167
## 445          Research Director               4      Divorced       14218
## 446         Research Scientist               4       Married       10205
## 447         Research Scientist               4       Married        9867
## 448  Healthcare Representative               1       Married        5696
## 449      Laboratory Technician               4        Single        5456
## 450            Sales Executive               1       Married       24162
## 451  Healthcare Representative               4       Married       21653
## 452         Research Scientist               2        Single       21158
## 453            Sales Executive               4        Single       13492
## 454            Sales Executive               3        Single       10410
## 455                    Manager               1       Married       17997
## 456                    Manager               2        Single        4349
## 457            Sales Executive               4       Married       22589
## 458            Sales Executive               4        Single        8423
## 459         Research Scientist               1       Married       10494
## 460      Laboratory Technician               4        Single       22604
## 461      Laboratory Technician               3       Married        9260
## 462      Laboratory Technician               2        Single       10950
## 463            Sales Executive               4        Single        6645
## 464     Manufacturing Director               4        Single        6670
## 465         Research Scientist               3       Married       15587
## 466         Research Scientist               4        Single        4306
## 467       Sales Representative               4        Single       17001
## 468      Laboratory Technician               4       Married       22002
## 469            Sales Executive               1        Single       21813
## 470     Manufacturing Director               1      Divorced       26250
## 471         Research Scientist               2       Married        6073
## 472         Research Scientist               4        Single       14753
## 473          Research Director               1       Married       15067
## 474         Research Scientist               4        Single        9752
## 475      Laboratory Technician               3      Divorced       22482
## 476            Sales Executive               4        Single       20445
## 477            Sales Executive               3      Divorced       24558
## 478            Sales Executive               3      Divorced        4267
## 479      Laboratory Technician               1       Married       17363
## 480          Research Director               4       Married       15471
## 481  Healthcare Representative               1       Married        6225
## 482         Research Scientist               4       Married       14871
## 483         Research Scientist               4       Married       26496
## 484         Research Scientist               1      Divorced       13939
## 485  Healthcare Representative               4       Married        3465
## 486            Sales Executive               4        Single       19479
## 487       Sales Representative               4        Single       16019
## 488         Research Scientist               3      Divorced       15170
## 489      Laboratory Technician               3        Single       19294
## 490  Healthcare Representative               3        Single        7360
## 491          Research Director               1        Single       25594
## 492          Research Director               1       Married       22422
## 493            Sales Executive               3        Single       23413
## 494  Healthcare Representative               2        Single       21195
## 495            Sales Executive               3       Married        6060
## 496                    Manager               3       Married        5594
## 497         Research Scientist               4       Married        9655
## 498         Research Scientist               4       Married       11411
## 499  Healthcare Representative               3       Married       16577
## 500            Sales Executive               3       Married        3987
## 501     Manufacturing Director               1       Married       12023
## 502      Laboratory Technician               3        Single       12947
## 503       Sales Representative               3       Married       11740
## 504     Manufacturing Director               1      Divorced       10195
## 505          Research Director               3       Married       26703
## 506         Research Scientist               2       Married       15624
## 507       Sales Representative               3        Single        9150
## 508            Sales Executive               2       Married       15395
## 509       Sales Representative               4      Divorced        2539
## 510          Research Director               3       Married       16280
## 511            Sales Executive               4       Married        5982
## 512  Healthcare Representative               3       Married        3449
## 513         Research Scientist               3       Married       17360
## 514          Research Director               4        Single       15146
## 515       Sales Representative               4        Single        2851
## 516     Manufacturing Director               2      Divorced       16321
## 517       Sales Representative               2       Married       18798
## 518      Laboratory Technician               2      Divorced        8952
## 519      Laboratory Technician               4       Married       23631
## 520      Laboratory Technician               4        Single       10261
## 521         Research Scientist               4        Single        8306
## 522      Laboratory Technician               2       Married        7324
## 523         Research Scientist               1      Divorced       18787
## 524          Research Director               3      Divorced        2125
## 525         Research Scientist               4       Married        8456
## 526            Sales Executive               2       Married       23537
## 527            Sales Executive               1      Divorced        6319
## 528  Healthcare Representative               1       Married       17089
## 529         Research Scientist               3        Single       26278
## 530         Research Scientist               2       Married        4510
## 531  Healthcare Representative               3       Married       24608
## 532            Sales Executive               3        Single       21447
## 533         Research Scientist               3       Married       23779
## 534  Healthcare Representative               4      Divorced       16542
## 535      Laboratory Technician               1       Married        4759
## 536         Research Scientist               4      Divorced        5228
## 537            Sales Executive               2        Single       20619
## 538            Human Resources               3      Divorced       24017
## 539       Sales Representative               2        Single       21972
## 540            Sales Executive               1        Single        2253
## 541      Laboratory Technician               3      Divorced       11309
## 542         Research Scientist               1       Married        6076
## 543         Research Scientist               3      Divorced       25326
## 544     Manufacturing Director               3       Married        7259
## 545         Research Scientist               1        Single        7530
## 546         Research Scientist               4       Married       20338
## 547      Laboratory Technician               2       Married       22477
## 548      Laboratory Technician               3        Single       11983
## 549          Research Director               2       Married       26707
## 550            Human Resources               2        Single        8318
## 551                    Manager               3       Married       19562
## 552            Human Resources               4      Divorced       23965
## 553            Human Resources               4        Single        4223
## 554         Research Scientist               3       Married        5543
## 555  Healthcare Representative               4       Married       14242
## 556            Sales Executive               3       Married        3010
## 557      Laboratory Technician               3        Single       23428
## 558         Research Scientist               4       Married       22794
## 559     Manufacturing Director               2       Married       11806
## 560            Sales Executive               3       Married       20156
## 561      Laboratory Technician               2        Single       15062
## 562          Research Director               3       Married       21624
## 563      Laboratory Technician               2       Married       12086
## 564          Research Director               3       Married       26862
## 565      Laboratory Technician               3       Married       24375
## 566         Research Scientist               4        Single       13422
## 567      Laboratory Technician               1        Single       19737
## 568            Sales Executive               1       Married        5323
## 569            Sales Executive               3        Single        7824
## 570     Manufacturing Director               3       Married        4161
## 571            Sales Executive               2       Married       26841
## 572         Research Scientist               4        Single        8870
## 573            Sales Executive               4       Married       19255
## 574            Sales Executive               3       Married       22128
## 575            Sales Executive               2       Married        7428
## 576     Manufacturing Director               3      Divorced        2689
## 577       Sales Representative               1        Single       11473
## 578      Laboratory Technician               3        Single        7973
## 579     Manufacturing Director               3        Single        3140
## 580  Healthcare Representative               4      Divorced        4204
## 581      Laboratory Technician               4       Married        9075
## 582          Research Director               4        Single       15901
## 583  Healthcare Representative               4       Married       24539
## 584            Sales Executive               2       Married        3698
## 585  Healthcare Representative               4       Married       19121
## 586      Laboratory Technician               4       Married       16523
## 587         Research Scientist               4      Divorced       15717
## 588       Sales Representative               1        Single        6986
## 589      Laboratory Technician               3        Single       19106
## 590      Laboratory Technician               1       Married       16002
## 591         Research Scientist               3       Married       10293
## 592            Sales Executive               2        Single        7815
## 593       Sales Representative               3       Married       15747
## 594      Laboratory Technician               1       Married       22102
## 595     Manufacturing Director               3       Married       25800
## 596            Sales Executive               1      Divorced       21816
## 597     Manufacturing Director               2       Married        9129
## 598      Laboratory Technician               3       Married       13436
## 599     Manufacturing Director               2       Married        5174
## 600         Research Scientist               4       Married        3020
## 601       Sales Representative               2       Married        7103
## 602         Research Scientist               1       Married       25174
## 603          Research Director               1       Married       17802
## 604      Laboratory Technician               4       Married       26342
## 605       Sales Representative               2        Single       14630
## 606          Research Director               3       Married       13514
## 607            Sales Executive               3        Single       24668
## 608            Sales Executive               1      Divorced       19191
## 609      Laboratory Technician               1        Single       23577
## 610       Sales Representative               4        Single       21437
## 611      Laboratory Technician               4       Married       10846
## 612  Healthcare Representative               3        Single        2112
## 613      Laboratory Technician               1       Married       21509
## 614       Sales Representative               2        Single        9947
## 615            Sales Executive               3      Divorced        9977
## 616      Laboratory Technician               4       Married       11912
## 617      Laboratory Technician               2       Married        8192
## 618            Sales Executive               1      Divorced        4009
## 619  Healthcare Representative               1       Married       21457
## 620      Laboratory Technician               3       Married       16900
## 621      Laboratory Technician               4        Single       19783
## 622     Manufacturing Director               3      Divorced        6759
## 623         Research Scientist               4        Single       13551
## 624            Human Resources               4        Single       16642
## 625      Laboratory Technician               1        Single        5355
## 626         Research Scientist               3      Divorced        3208
## 627            Sales Executive               3       Married       15211
## 628          Research Director               4      Divorced       15682
## 629     Manufacturing Director               2       Married       15813
## 630  Healthcare Representative               2        Single       17654
## 631         Research Scientist               4       Married        7975
## 632            Sales Executive               4        Single        6770
## 633            Sales Executive               4        Single        4981
## 634      Laboratory Technician               4      Divorced        2561
## 635  Healthcare Representative               1       Married        9262
## 636      Laboratory Technician               4       Married       26537
## 637                    Manager               1       Married       14399
## 638            Sales Executive               3      Divorced       22914
## 639         Research Scientist               4       Married       21630
## 640       Sales Representative               1      Divorced       16346
## 641      Laboratory Technician               3      Divorced       13335
## 642  Healthcare Representative               1      Divorced       10748
## 643                    Manager               1        Single       17323
## 644         Research Scientist               1       Married       14460
## 645         Research Scientist               1      Divorced       20293
## 646            Sales Executive               4       Married        8552
## 647      Laboratory Technician               3        Single       13556
## 648      Laboratory Technician               3       Married        6217
## 649            Sales Executive               1        Single       23016
## 650      Laboratory Technician               1        Single        3339
## 651      Laboratory Technician               1        Single       21731
## 652            Sales Executive               4      Divorced       10893
## 653          Research Director               3        Single       13782
## 654                    Manager               3       Married       23978
## 655      Laboratory Technician               3        Single        9129
## 656  Healthcare Representative               1       Married       22722
## 657          Research Director               2       Married       15736
## 658                    Manager               4      Divorced       24456
## 659     Manufacturing Director               2        Single       10110
## 660     Manufacturing Director               2        Single       22656
## 661      Laboratory Technician               4       Married       21146
## 662         Research Scientist               3      Divorced        8416
## 663            Sales Executive               4      Divorced        5596
## 664      Laboratory Technician               4      Divorced        9541
## 665            Sales Executive               3        Single       10034
## 666  Healthcare Representative               3        Single       23060
## 667            Sales Executive               4       Married        6599
## 668      Laboratory Technician               4      Divorced        6705
## 669      Laboratory Technician               3       Married       22845
## 670          Research Director               4       Married       23474
## 671          Research Director               3        Single       25258
## 672            Sales Executive               4      Divorced        3921
## 673            Sales Executive               1        Single       11827
## 674         Research Scientist               2      Divorced       16612
## 675         Research Scientist               3       Married       22490
## 676                    Manager               2       Married        9946
## 677     Manufacturing Director               2       Married       23361
## 678      Laboratory Technician               3       Married       26849
## 679     Manufacturing Director               2      Divorced        9192
## 680       Sales Representative               3       Married       11737
## 681            Sales Executive               1       Married       18154
## 682      Laboratory Technician               4       Married       15238
## 683  Healthcare Representative               3       Married        7419
## 684  Healthcare Representative               4      Divorced       23402
## 685         Research Scientist               4       Married        6672
## 686     Manufacturing Director               2      Divorced       14394
## 687  Healthcare Representative               4        Single       22930
## 688         Research Scientist               2       Married       13248
## 689      Laboratory Technician               4        Single        9241
## 690            Human Resources               2      Divorced        7129
## 691            Human Resources               3       Married       14814
## 692                    Manager               2       Married       10268
## 693  Healthcare Representative               4        Single       17078
## 694         Research Scientist               4        Single        3427
## 695            Sales Executive               4      Divorced        7677
## 696       Sales Representative               4        Single       13137
## 697                    Manager               4       Married        5602
## 698      Laboratory Technician               2        Single        9945
## 699       Sales Representative               4        Single       18420
## 700          Research Director               2       Married       10849
## 701            Human Resources               2       Married       15434
## 702            Sales Executive               3       Married        5829
## 703            Sales Executive               4       Married       13755
## 704            Human Resources               2       Married        6889
## 705            Human Resources               3       Married       25657
## 706            Sales Executive               4        Single       13430
## 707         Research Scientist               4       Married       15696
## 708            Human Resources               2        Single       24609
## 709      Laboratory Technician               3       Married       16376
## 710                    Manager               1      Divorced        4544
## 711                    Manager               1       Married       25927
## 712                    Manager               4      Divorced       22102
## 713      Laboratory Technician               2        Single       16620
## 714            Sales Executive               4       Married        7246
## 715            Sales Executive               1        Single       14229
## 716            Human Resources               3       Married       11585
## 717            Sales Executive               3       Married        2706
## 718         Research Scientist               3        Single        7909
## 719            Sales Executive               4        Single       10414
## 720     Manufacturing Director               2      Divorced        8039
## 721     Manufacturing Director               3       Married        9606
## 722     Manufacturing Director               3       Married       26493
## 723         Research Scientist               1      Divorced       20284
## 724     Manufacturing Director               4        Single       15669
## 725      Laboratory Technician               3        Single       13624
## 726     Manufacturing Director               3       Married        7505
## 727       Sales Representative               4       Married       21222
## 728         Research Scientist               3      Divorced        5972
## 729      Laboratory Technician               4        Single       23213
## 730      Laboratory Technician               4       Married       19299
## 731     Manufacturing Director               2      Divorced       23814
## 732            Sales Executive               3       Married       17778
## 733            Human Resources               2       Married       19555
## 734            Sales Executive               3       Married       23914
## 735         Research Scientist               4        Single       22061
## 736            Sales Executive               3        Single       26997
## 737            Sales Executive               4       Married        8828
## 738            Sales Executive               4        Single       16490
## 739            Sales Executive               3       Married        6179
## 740      Laboratory Technician               4        Single       14004
## 741            Sales Executive               3       Married       24835
## 742                    Manager               4      Divorced       25291
## 743         Research Scientist               4       Married        3031
## 744      Laboratory Technician               2        Single       12862
## 745            Sales Executive               3      Divorced       13684
## 746      Laboratory Technician               1      Divorced       10036
## 747            Human Resources               1      Divorced        3157
## 748  Healthcare Representative               1        Single       25755
## 749      Laboratory Technician               1      Divorced        3622
## 750         Research Scientist               4        Single       10515
## 751       Sales Representative               4        Single       17205
## 752       Sales Representative               2        Single        8319
## 753  Healthcare Representative               3       Married       20689
## 754            Sales Executive               2       Married       14011
## 755          Research Director               3       Married       24001
## 756      Laboratory Technician               3        Single        2104
## 757  Healthcare Representative               4       Married       19170
## 758  Healthcare Representative               3       Married       21534
## 759      Laboratory Technician               3       Married       26176
## 760                    Manager               2        Single        2493
## 761         Research Scientist               1        Single       11479
## 762                    Manager               4       Married       12982
## 763            Sales Executive               2        Single       22074
## 764            Sales Executive               3       Married       24920
## 765            Human Resources               4       Married        2243
## 766      Laboratory Technician               1        Single       23447
## 767         Research Scientist               3       Married       18863
## 768            Sales Executive               1      Divorced       11373
## 769     Manufacturing Director               4      Divorced       17433
## 770            Sales Executive               3       Married       17970
## 771            Sales Executive               4        Single        4317
## 772            Sales Executive               1      Divorced        2137
## 773  Healthcare Representative               3        Single        6420
## 774         Research Scientist               3       Married       21777
## 775  Healthcare Representative               4       Married       18611
## 776         Research Scientist               3        Single       19630
## 777            Human Resources               3      Divorced       15428
## 778       Sales Representative               1      Divorced       14947
## 779      Laboratory Technician               4        Single       11925
## 780         Research Scientist               4       Married       26124
## 781       Sales Representative               2        Single       21728
## 782  Healthcare Representative               3        Single       20978
## 783            Human Resources               2      Divorced       22650
## 784            Sales Executive               3       Married        4905
## 785            Sales Executive               2       Married        3536
## 786          Research Director               2        Single        8847
## 787                    Manager               3       Married       22984
## 788         Research Scientist               2       Married       17747
## 789          Research Director               1       Married       19805
## 790         Research Scientist               2        Single       18830
## 791      Laboratory Technician               1       Married       23070
## 792         Research Scientist               2        Single        5711
## 793     Manufacturing Director               3       Married       14199
## 794  Healthcare Representative               3      Divorced        8202
## 795     Manufacturing Director               4      Divorced       23793
## 796         Research Scientist               1        Single        3164
## 797  Healthcare Representative               4       Married        7501
## 798      Laboratory Technician               1       Married       15999
## 799         Research Scientist               2        Single        6148
## 800  Healthcare Representative               1      Divorced       26308
## 801            Sales Executive               1       Married        3193
## 802            Sales Executive               4        Single        8346
## 803                    Manager               1       Married        5355
## 804            Sales Executive               1        Single       10333
## 805      Laboratory Technician               2       Married       25043
## 806  Healthcare Representative               1       Married       25949
## 807            Sales Executive               3       Married       12477
## 808         Research Scientist               4       Married       11992
## 809         Research Scientist               4       Married        3811
## 810         Research Scientist               2       Married       13364
## 811      Laboratory Technician               1      Divorced       11012
## 812      Laboratory Technician               4       Married        4910
## 813            Sales Executive               3      Divorced        5915
## 814                    Manager               3       Married        5220
## 815       Sales Representative               2       Married       12102
## 816         Research Scientist               4       Married        6311
## 817     Manufacturing Director               4        Single       20234
## 818          Research Director               3       Married       25995
## 819      Laboratory Technician               4        Single       11162
## 820            Sales Executive               3        Single       23352
## 821         Research Scientist               4       Married       18783
## 822            Sales Executive               4      Divorced       10732
## 823            Sales Executive               3       Married        8978
## 824      Laboratory Technician               3       Married        6233
## 825     Manufacturing Director               3       Married       12421
## 826          Research Director               4      Divorced       21445
## 827            Sales Executive               3       Married       19002
## 828            Sales Executive               1        Single        6039
## 829      Laboratory Technician               2       Married       15963
## 830                    Manager               2       Married        7999
## 831      Laboratory Technician               1       Married       14039
## 832       Sales Representative               3        Single       26820
## 833      Laboratory Technician               1       Married       12449
## 834         Research Scientist               1        Single        7172
## 835  Healthcare Representative               2      Divorced       25592
## 836            Sales Executive               2      Divorced       24666
## 837         Research Scientist               3       Married        5182
## 838            Sales Executive               4        Single       19921
## 839     Manufacturing Director               2      Divorced       19271
## 840          Research Director               2       Married       13583
## 841      Laboratory Technician               3        Single       25233
## 842            Human Resources               1        Single        9769
## 843     Manufacturing Director               4       Married       19028
## 844  Healthcare Representative               4      Divorced        5494
## 845            Sales Executive               4        Single       25353
## 846      Laboratory Technician               1      Divorced       13535
## 847      Laboratory Technician               2        Single       16102
## 848  Healthcare Representative               4      Divorced       10942
## 849            Sales Executive               3       Married        6110
## 850      Laboratory Technician               4       Married        7102
## 851            Sales Executive               3       Married       24788
## 852      Laboratory Technician               3        Single       16117
## 853      Laboratory Technician               3        Single       12682
## 854  Healthcare Representative               1        Single        4824
## 855     Manufacturing Director               2       Married       25388
## 856       Sales Representative               3       Married       16192
## 857         Research Scientist               1        Single        8556
## 858     Manufacturing Director               3       Married       14034
## 859      Laboratory Technician               1       Married        6961
## 860  Healthcare Representative               4       Married       14075
## 861      Laboratory Technician               3        Single        4257
## 862            Sales Executive               4        Single       20364
## 863            Sales Executive               4        Single        4652
## 864            Sales Executive               3      Divorced       10225
## 865     Manufacturing Director               4       Married       14720
## 866     Manufacturing Director               4        Single       18706
## 867            Sales Executive               4       Married       12069
## 868            Sales Executive               3       Married       24200
## 869         Research Scientist               3       Married       20100
## 870      Laboratory Technician               2        Single       15986
## 871            Sales Executive               4       Married       19246
## 872         Research Scientist               4        Single       17241
## 873            Sales Executive               3        Single        9277
## 874      Laboratory Technician               2       Married        9238
## 875      Laboratory Technician               1      Divorced       16290
## 876       Sales Representative               4       Married        3335
## 877            Sales Executive               2       Married       15480
## 878      Laboratory Technician               3        Single       25308
## 879         Research Scientist               3      Divorced       22310
## 880     Manufacturing Director               2        Single       24439
## 881            Sales Executive               4      Divorced       15986
## 882      Laboratory Technician               2       Married        6762
## 883            Sales Executive               3       Married        3487
## 884            Sales Executive               4       Married       24008
## 885            Sales Executive               2       Married        3687
## 886     Manufacturing Director               3       Married       10022
## 887  Healthcare Representative               3      Divorced       21143
## 888     Manufacturing Director               1      Divorced        4187
## 889      Laboratory Technician               4      Divorced        9528
## 890            Human Resources               3        Single        7108
## 891         Research Scientist               4        Single       22455
## 892            Sales Executive               2       Married       17799
## 893            Sales Executive               4        Single       13596
## 894            Sales Executive               4      Divorced       16673
## 895  Healthcare Representative               2      Divorced       20948
## 896     Manufacturing Director               4      Divorced       19989
## 897            Sales Executive               1        Single       10092
## 898                    Manager               3       Married       26582
## 899            Sales Executive               1        Single       23553
## 900         Research Scientist               3       Married       11868
## 901      Laboratory Technician               2       Married       16632
## 902            Sales Executive               3       Married        9282
## 903            Sales Executive               3      Divorced       13693
## 904      Laboratory Technician               4       Married        4060
## 905                    Manager               4       Married        5404
## 906            Sales Executive               2       Married       13401
## 907  Healthcare Representative               1       Married        3142
## 908     Manufacturing Director               4      Divorced       23177
## 909      Laboratory Technician               3        Single       11179
## 910         Research Scientist               1        Single       15178
## 911          Research Director               4       Married       18625
## 912            Human Resources               2       Married        5224
## 913      Laboratory Technician               1       Married       25605
## 914                    Manager               1        Single        5615
## 915     Manufacturing Director               3        Single       23371
## 916      Laboratory Technician               3        Single       24812
## 917         Research Scientist               1       Married       12719
## 918            Sales Executive               4        Single        9125
## 919       Sales Representative               2       Married       23384
## 920      Laboratory Technician               1       Married        9964
## 921       Sales Representative               2        Single       18398
## 922      Laboratory Technician               4       Married        4892
## 923      Laboratory Technician               3      Divorced        7858
## 924            Human Resources               1       Married       12858
## 925                    Manager               3       Married       18685
## 926      Laboratory Technician               3       Married       22495
## 927            Sales Executive               4       Married       11693
## 928          Research Director               3       Married        3376
## 929      Laboratory Technician               4      Divorced        7324
## 930      Laboratory Technician               4        Single       11864
## 931            Sales Executive               3      Divorced       12313
## 932          Research Director               4        Single       19373
## 933            Sales Executive               1       Married       19566
## 934      Laboratory Technician               4      Divorced       13384
## 935      Laboratory Technician               1        Single       13008
## 936      Laboratory Technician               1        Single       16998
## 937  Healthcare Representative               1      Divorced       12368
## 938     Manufacturing Director               4        Single       25150
## 939         Research Scientist               4        Single        5340
## 940       Sales Representative               2       Married        3692
## 941      Laboratory Technician               1        Single       21831
## 942            Sales Executive               3       Married        4658
## 943            Sales Executive               1        Single        2354
## 944     Manufacturing Director               4       Married        4658
## 945       Sales Representative               3        Single        9724
## 946  Healthcare Representative               4      Divorced       24483
## 947       Sales Representative               2        Single        4567
## 948         Research Scientist               4      Divorced        3032
## 949            Human Resources               3      Divorced       22808
## 950            Sales Executive               3        Single       10339
## 951         Research Scientist               3       Married        6161
## 952            Sales Executive               1       Married       22217
## 953  Healthcare Representative               2        Single       13848
## 954      Laboratory Technician               4        Single       19826
## 955      Laboratory Technician               2        Single        8770
## 956            Human Resources               3       Married        6595
## 957     Manufacturing Director               4        Single       21698
## 958      Laboratory Technician               3        Single       11135
## 959            Sales Executive               3        Single       11591
## 960          Research Director               2        Single       25761
## 961         Research Scientist               4        Single       22673
## 962         Research Scientist               4      Divorced       24447
## 963  Healthcare Representative               1      Divorced        4284
## 964            Human Resources               2       Married       18767
## 965         Research Scientist               4       Married       26897
## 966          Research Director               3      Divorced       16701
## 967         Research Scientist               1        Single        8489
## 968            Sales Executive               3       Married        3809
## 969                    Manager               1       Married        9490
## 970      Laboratory Technician               2      Divorced       14180
## 971            Sales Executive               4        Single        5099
## 972  Healthcare Representative               4       Married       17369
## 973      Laboratory Technician               3        Single        6842
## 974         Research Scientist               2        Single       11757
## 975     Manufacturing Director               3      Divorced       24117
## 976         Research Scientist               4        Single       14961
## 977  Healthcare Representative               3        Single       13119
## 978         Research Scientist               1        Single       22154
## 979     Manufacturing Director               3       Married       23457
## 980                    Manager               3       Married       12124
## 981       Sales Representative               3       Married       26204
## 982            Sales Executive               4       Married       11563
## 983      Laboratory Technician               4        Single        3300
## 984       Sales Representative               3        Single       21378
## 985            Sales Executive               4       Married       14369
## 986         Research Scientist               3        Single       15318
## 987         Research Scientist               4       Married        4223
## 988            Sales Executive               4       Married       23343
## 989     Manufacturing Director               1        Single        5083
## 990         Research Scientist               2        Single        7551
## 991            Human Resources               4       Married        7790
## 992         Research Scientist               3       Married       17616
## 993            Human Resources               4       Married       13982
## 994            Sales Executive               2       Married       25440
## 995            Sales Executive               4        Single       19899
## 996         Research Scientist               3        Single       12482
## 997         Research Scientist               3       Married       12127
## 998          Research Director               4        Single        5652
## 999            Sales Executive               4      Divorced        6812
## 1000     Laboratory Technician               4        Single       18016
## 1001           Human Resources               2      Divorced       10425
## 1002      Sales Representative               3        Single       25751
## 1003        Research Scientist               2      Divorced       25518
## 1004    Manufacturing Director               4      Divorced        7389
## 1005        Research Scientist               1       Married       16530
## 1006           Sales Executive               4       Married       16495
## 1007      Sales Representative               3        Single       13251
## 1008 Healthcare Representative               4      Divorced       18899
## 1009                   Manager               3      Divorced       18640
## 1010      Sales Representative               3       Married       16047
## 1011    Manufacturing Director               3      Divorced       22573
## 1012        Research Scientist               2      Divorced       15000
## 1013           Sales Executive               2       Married       24624
## 1014     Laboratory Technician               1       Married        6208
## 1015           Sales Executive               1        Single       22967
## 1016     Laboratory Technician               2      Divorced        5855
## 1017     Laboratory Technician               1      Divorced        8007
## 1018           Sales Executive               2       Married       11439
## 1019           Sales Executive               4       Married        8053
## 1020        Research Scientist               4        Single       13493
## 1021           Sales Executive               2       Married       16177
## 1022           Sales Executive               4        Single       15276
## 1023        Research Scientist               4      Divorced        5141
## 1024 Healthcare Representative               3       Married        3395
## 1025                   Manager               1      Divorced       12888
## 1026                   Manager               4        Single       15302
## 1027           Human Resources               1       Married       17822
## 1028           Sales Executive               4        Single       12090
## 1029           Sales Executive               3        Single       24785
## 1030           Human Resources               1       Married        2326
## 1031           Sales Executive               2       Married       20497
## 1032           Human Resources               4        Single        5033
## 1033         Research Director               4      Divorced        8842
## 1034        Research Scientist               3       Married       14908
## 1035     Laboratory Technician               3      Divorced       23099
## 1036        Research Scientist               3        Single       26999
## 1037           Sales Executive               4        Single       22807
## 1038           Human Resources               2       Married        6729
## 1039         Research Director               3        Single        7914
## 1040 Healthcare Representative               3       Married       25549
## 1041     Laboratory Technician               2        Single       11652
## 1042        Research Scientist               1        Single        3339
## 1043           Sales Executive               4       Married       12695
## 1044           Sales Executive               4       Married        2823
## 1045        Research Scientist               3        Single        2122
## 1046     Laboratory Technician               2      Divorced        7160
## 1047    Manufacturing Director               2       Married        7653
## 1048                   Manager               2       Married       23364
## 1049        Research Scientist               3        Single       25681
## 1050           Sales Executive               4      Divorced       22098
## 1051    Manufacturing Director               4       Married       14618
## 1052     Laboratory Technician               4        Single        7703
## 1053 Healthcare Representative               3      Divorced        2227
## 1054        Research Scientist               3      Divorced        9834
## 1055        Research Scientist               4        Single        6297
## 1056     Laboratory Technician               1       Married        9396
## 1057    Manufacturing Director               1       Married        9679
## 1058                   Manager               4       Married        7744
## 1059           Human Resources               2      Divorced       12832
## 1060        Research Scientist               2       Married       19911
## 1061        Research Scientist               3       Married        2721
## 1062    Manufacturing Director               4      Divorced       17000
## 1063 Healthcare Representative               4      Divorced        5335
## 1064      Sales Representative               4      Divorced       25103
## 1065 Healthcare Representative               3      Divorced       17056
## 1066     Laboratory Technician               1       Married        4344
## 1067        Research Scientist               3       Married       12549
## 1068                   Manager               1       Married        3854
## 1069           Sales Executive               1       Married       17456
## 1070      Sales Representative               2       Married        9983
## 1071      Sales Representative               4       Married        6527
## 1072    Manufacturing Director               1       Married        4156
## 1073      Sales Representative               4        Single        5050
## 1074 Healthcare Representative               3       Married        9128
## 1075           Sales Executive               1       Married       20328
## 1076                   Manager               1       Married       24097
## 1077                   Manager               3      Divorced       10735
## 1078     Laboratory Technician               3      Divorced       18624
## 1079        Research Scientist               2        Single       26285
## 1080        Research Scientist               3      Divorced       12932
## 1081        Research Scientist               3        Single        2725
## 1082        Research Scientist               4       Married        8952
## 1083      Sales Representative               1       Married       26956
## 1084           Sales Executive               3       Married       18659
## 1085    Manufacturing Director               3        Single        8787
## 1086           Sales Executive               1       Married       23772
## 1087           Sales Executive               3       Married       20943
## 1088        Research Scientist               3       Married       20471
## 1089        Research Scientist               4       Married       10077
## 1090           Sales Executive               4       Married        7100
## 1091           Sales Executive               2      Divorced       11866
## 1092           Sales Executive               4      Divorced       10436
## 1093         Research Director               4      Divorced       10056
## 1094           Sales Executive               2      Divorced       11591
## 1095 Healthcare Representative               1      Divorced       18384
## 1096    Manufacturing Director               2       Married       15701
## 1097        Research Scientist               1       Married       18697
## 1098           Human Resources               4      Divorced        9732
## 1099     Laboratory Technician               2       Married        3956
## 1100    Manufacturing Director               1        Single        4992
## 1101                   Manager               3       Married        6499
## 1102           Sales Executive               2      Divorced       22553
## 1103           Sales Executive               4       Married       19682
## 1104           Sales Executive               4       Married       20715
## 1105        Research Scientist               4        Single       23293
## 1106        Research Scientist               2      Divorced       17940
## 1107        Research Scientist               1       Married       14377
## 1108           Human Resources               3        Single       26894
## 1109           Sales Executive               3        Single       12916
## 1110           Sales Executive               1       Married       15975
## 1111 Healthcare Representative               3       Married       12250
## 1112                   Manager               4       Married       11038
## 1113                   Manager               3       Married       24619
## 1114           Sales Executive               3       Married       23452
## 1115 Healthcare Representative               3        Single       13084
## 1116        Research Scientist               1       Married       23844
## 1117    Manufacturing Director               2        Single       21123
## 1118     Laboratory Technician               4       Married       16392
## 1119 Healthcare Representative               2      Divorced        9255
## 1120      Sales Representative               3      Divorced        2912
## 1121           Sales Executive               1      Divorced       16586
## 1122                   Manager               4        Single       16154
## 1123        Research Scientist               1       Married        5771
## 1124                   Manager               4       Married       20462
## 1125        Research Scientist               3       Married       21643
## 1126      Sales Representative               1        Single       20989
## 1127     Laboratory Technician               3       Married       14168
## 1128     Laboratory Technician               3       Married       21821
## 1129                   Manager               2        Single       15896
## 1130     Laboratory Technician               1       Married        6881
## 1131         Research Director               3      Divorced       13523
## 1132                   Manager               2      Divorced       17334
## 1133 Healthcare Representative               4       Married        5718
## 1134     Laboratory Technician               2        Single       23826
## 1135     Laboratory Technician               1        Single       10224
## 1136     Laboratory Technician               1       Married       11141
## 1137     Laboratory Technician               1       Married       17663
## 1138           Sales Executive               1      Divorced        4297
## 1139           Sales Executive               3      Divorced        9647
## 1140         Research Director               3       Married        3525
## 1141 Healthcare Representative               4       Married       14408
## 1142           Sales Executive               2       Married       21173
## 1143 Healthcare Representative               3        Single       22245
## 1144           Sales Executive               4        Single       24252
## 1145           Human Resources               4       Married       10503
## 1146           Sales Executive               3        Single       23333
## 1147     Laboratory Technician               3       Married       10228
## 1148     Laboratory Technician               3      Divorced       16031
## 1149        Research Scientist               4      Divorced        5598
## 1150 Healthcare Representative               4       Married       15830
## 1151        Research Scientist               3      Divorced       15748
## 1152           Sales Executive               4        Single       20392
## 1153        Research Scientist               3        Single       16885
## 1154     Laboratory Technician               4       Married       22955
## 1155    Manufacturing Director               1       Married        5549
## 1156 Healthcare Representative               2        Single        7192
## 1157      Sales Representative               3      Divorced       23522
## 1158        Research Scientist               2       Married       19573
## 1159        Research Scientist               3       Married        7950
## 1160    Manufacturing Director               2      Divorced        2819
## 1161        Research Scientist               3        Single       10826
## 1162    Manufacturing Director               3        Single       15397
## 1163     Laboratory Technician               4       Married        7003
## 1164    Manufacturing Director               4        Single       23848
## 1165        Research Scientist               3       Married       20898
## 1166     Laboratory Technician               2       Married        7331
## 1167 Healthcare Representative               4       Married       26542
## 1168           Sales Executive               3        Single       19558
## 1169        Research Scientist               3      Divorced        5013
## 1170        Research Scientist               1       Married       22977
##      NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1                     2      Y       No                11                 3
## 2                     1      Y       No                14                 3
## 3                     2      Y       No                11                 3
## 4                     1      Y       No                19                 3
## 5                     1      Y      Yes                13                 3
## 6                     1      Y       No                21                 4
## 7                     2      Y      Yes                12                 3
## 8                     2      Y      Yes                14                 3
## 9                     1      Y      Yes                19                 3
## 10                    1      Y       No                14                 3
## 11                    7      Y       No                13                 3
## 12                    1      Y       No                15                 3
## 13                    3      Y       No                21                 4
## 14                    1      Y       No                18                 3
## 15                    6      Y       No                12                 3
## 16                    1      Y       No                13                 3
## 17                    1      Y       No                12                 3
## 18                    2      Y       No                14                 3
## 19                    0      Y      Yes                14                 3
## 20                    2      Y       No                15                 3
## 21                    2      Y      Yes                11                 3
## 22                    3      Y       No                12                 3
## 23                    3      Y      Yes                13                 3
## 24                    7      Y       No                13                 3
## 25                    0      Y       No                14                 3
## 26                    7      Y       No                11                 3
## 27                    0      Y       No                11                 3
## 28                    0      Y      Yes                17                 3
## 29                    6      Y      Yes                13                 3
## 30                    0      Y       No                18                 3
## 31                    0      Y       No                17                 3
## 32                    1      Y       No                18                 3
## 33                    3      Y      Yes                12                 3
## 34                    6      Y       No                12                 3
## 35                    8      Y       No                24                 4
## 36                    1      Y       No                20                 4
## 37                    9      Y       No                17                 3
## 38                    5      Y      Yes                13                 3
## 39                    6      Y       No                14                 3
## 40                    0      Y       No                12                 3
## 41                    4      Y       No                22                 4
## 42                    0      Y       No                13                 3
## 43                    4      Y      Yes                16                 3
## 44                    8      Y       No                22                 4
## 45                    1      Y       No                22                 4
## 46                    1      Y       No                13                 3
## 47                    6      Y       No                15                 3
## 48                    0      Y      Yes                14                 3
## 49                    1      Y      Yes                14                 3
## 50                    6      Y       No                18                 3
## 51                    3      Y       No                17                 3
## 52                    3      Y      Yes                21                 4
## 53                    1      Y       No                13                 3
## 54                    1      Y       No                12                 3
## 55                    1      Y       No                23                 4
## 56                    1      Y       No                20                 4
## 57                    6      Y      Yes                12                 3
## 58                    1      Y      Yes                18                 3
## 59                    2      Y      Yes                18                 3
## 60                    1      Y      Yes                14                 3
## 61                    1      Y      Yes                11                 3
## 62                    3      Y       No                12                 3
## 63                    0      Y       No                19                 3
## 64                    1      Y       No                16                 3
## 65                    1      Y       No                13                 3
## 66                    0      Y      Yes                12                 3
## 67                    1      Y       No                13                 3
## 68                    1      Y       No                13                 3
## 69                    4      Y       No                13                 3
## 70                    1      Y       No                12                 3
## 71                    3      Y       No                22                 4
## 72                    0      Y       No                18                 3
## 73                    3      Y      Yes                13                 3
## 74                    3      Y      Yes                11                 3
## 75                    9      Y      Yes                19                 3
## 76                    1      Y       No                23                 4
## 77                    1      Y      Yes                14                 3
## 78                    1      Y       No                15                 3
## 79                    6      Y       No                12                 3
## 80                    1      Y      Yes                11                 3
## 81                    5      Y       No                15                 3
## 82                    2      Y       No                16                 3
## 83                    2      Y       No                11                 3
## 84                    4      Y      Yes                13                 3
## 85                    9      Y      Yes                11                 3
## 86                    3      Y      Yes                13                 3
## 87                    2      Y       No                12                 3
## 88                    1      Y      Yes                24                 4
## 89                    1      Y       No                15                 3
## 90                    3      Y       No                12                 3
## 91                    1      Y      Yes                23                 4
## 92                    1      Y       No                13                 3
## 93                    6      Y      Yes                15                 3
## 94                    3      Y      Yes                16                 3
## 95                    3      Y       No                15                 3
## 96                    1      Y       No                25                 4
## 97                    8      Y       No                12                 3
## 98                    5      Y       No                14                 3
## 99                    0      Y       No                13                 3
## 100                   5      Y       No                17                 3
## 101                   0      Y       No                14                 3
## 102                   1      Y       No                18                 3
## 103                   9      Y       No                15                 3
## 104                   2      Y       No                16                 3
## 105                   4      Y       No                12                 3
## 106                   1      Y       No                22                 4
## 107                   1      Y       No                13                 3
## 108                   4      Y      Yes                18                 3
## 109                   4      Y       No                22                 4
## 110                   1      Y       No                14                 3
## 111                   1      Y      Yes                14                 3
## 112                   2      Y       No                15                 3
## 113                   7      Y       No                19                 3
## 114                   2      Y       No                11                 3
## 115                   3      Y      Yes                15                 3
## 116                   1      Y      Yes                13                 3
## 117                   0      Y       No                14                 3
## 118                   4      Y      Yes                13                 3
## 119                   4      Y       No                12                 3
## 120                   1      Y       No                11                 3
## 121                   9      Y       No                14                 3
## 122                   1      Y      Yes                11                 3
## 123                   4      Y      Yes                12                 3
## 124                   0      Y       No                20                 4
## 125                   1      Y       No                18                 3
## 126                   1      Y      Yes                11                 3
## 127                   1      Y      Yes                22                 4
## 128                   0      Y       No                13                 3
## 129                   1      Y      Yes                14                 3
## 130                   2      Y       No                12                 3
## 131                   1      Y      Yes                13                 3
## 132                   3      Y       No                12                 3
## 133                   0      Y       No                11                 3
## 134                   4      Y       No                21                 4
## 135                   1      Y       No                11                 3
## 136                   1      Y       No                24                 4
## 137                   1      Y      Yes                11                 3
## 138                   8      Y       No                11                 3
## 139                   7      Y      Yes                21                 4
## 140                   2      Y       No                12                 3
## 141                   4      Y      Yes                12                 3
## 142                   1      Y       No                12                 3
## 143                   6      Y       No                13                 3
## 144                   4      Y       No                14                 3
## 145                   5      Y       No                20                 4
## 146                   1      Y       No                14                 3
## 147                   1      Y       No                13                 3
## 148                   2      Y       No                13                 3
## 149                   8      Y       No                22                 4
## 150                   0      Y       No                21                 4
## 151                   2      Y       No                17                 3
## 152                   1      Y       No                12                 3
## 153                   1      Y       No                14                 3
## 154                   3      Y       No                12                 3
## 155                   1      Y       No                14                 3
## 156                   7      Y      Yes                12                 3
## 157                   3      Y       No                14                 3
## 158                   7      Y       No                11                 3
## 159                   8      Y       No                11                 3
## 160                   3      Y      Yes                17                 3
## 161                   1      Y      Yes                12                 3
## 162                   1      Y       No                12                 3
## 163                   0      Y       No                12                 3
## 164                   3      Y      Yes                13                 3
## 165                   0      Y       No                15                 3
## 166                   1      Y       No                13                 3
## 167                   3      Y       No                16                 3
## 168                   4      Y       No                19                 3
## 169                   3      Y      Yes                12                 3
## 170                   4      Y       No                22                 4
## 171                   7      Y       No                23                 4
## 172                   8      Y       No                18                 3
## 173                   5      Y       No                11                 3
## 174                   0      Y      Yes                14                 3
## 175                   6      Y       No                13                 3
## 176                   1      Y      Yes                11                 3
## 177                   5      Y      Yes                13                 3
## 178                   6      Y      Yes                14                 3
## 179                   1      Y       No                14                 3
## 180                   4      Y       No                22                 4
## 181                   2      Y       No                18                 3
## 182                   3      Y       No                15                 3
## 183                   4      Y       No                12                 3
## 184                   4      Y       No                18                 3
## 185                   1      Y       No                11                 3
## 186                   1      Y       No                23                 4
## 187                   1      Y       No                17                 3
## 188                   6      Y       No                14                 3
## 189                   3      Y       No                14                 3
## 190                   1      Y       No                15                 3
## 191                   1      Y       No                13                 3
## 192                   2      Y       No                14                 3
## 193                   2      Y       No                14                 3
## 194                   2      Y       No                14                 3
## 195                   0      Y       No                12                 3
## 196                   1      Y       No                11                 3
## 197                   3      Y       No                23                 4
## 198                   6      Y       No                17                 3
## 199                   3      Y       No                14                 3
## 200                   1      Y       No                21                 4
## 201                   4      Y      Yes                16                 3
## 202                   1      Y       No                17                 3
## 203                   1      Y       No                12                 3
## 204                   7      Y      Yes                13                 3
## 205                   2      Y       No                11                 3
## 206                   1      Y      Yes                13                 3
## 207                   8      Y       No                13                 3
## 208                   7      Y      Yes                19                 3
## 209                   5      Y       No                14                 3
## 210                   3      Y      Yes                13                 3
## 211                   0      Y       No                23                 4
## 212                   6      Y       No                13                 3
## 213                   3      Y       No                17                 3
## 214                   9      Y      Yes                13                 3
## 215                   0      Y       No                13                 3
## 216                   2      Y       No                14                 3
## 217                   3      Y       No                19                 3
## 218                   3      Y       No                11                 3
## 219                   1      Y       No                14                 3
## 220                   1      Y      Yes                20                 4
## 221                   1      Y       No                22                 4
## 222                   2      Y       No                14                 3
## 223                   1      Y      Yes                25                 4
## 224                   1      Y       No                14                 3
## 225                   2      Y       No                19                 3
## 226                   1      Y       No                13                 3
## 227                   1      Y       No                12                 3
## 228                   1      Y      Yes                16                 3
## 229                   0      Y       No                21                 4
## 230                   2      Y      Yes                19                 3
## 231                   1      Y       No                19                 3
## 232                   1      Y       No                13                 3
## 233                   7      Y       No                11                 3
## 234                   2      Y       No                14                 3
## 235                   1      Y      Yes                12                 3
## 236                   5      Y       No                11                 3
## 237                   5      Y       No                11                 3
## 238                   1      Y      Yes                12                 3
## 239                   4      Y       No                14                 3
## 240                   5      Y       No                15                 3
## 241                   1      Y      Yes                21                 4
## 242                   3      Y       No                22                 4
## 243                   0      Y       No                23                 4
## 244                   3      Y       No                12                 3
## 245                   1      Y      Yes                15                 3
## 246                   6      Y       No                14                 3
## 247                   1      Y      Yes                14                 3
## 248                   0      Y       No                14                 3
## 249                   3      Y      Yes                14                 3
## 250                   7      Y       No                16                 3
## 251                   1      Y       No                12                 3
## 252                   4      Y       No                13                 3
## 253                   1      Y       No                14                 3
## 254                   0      Y       No                17                 3
## 255                   2      Y       No                11                 3
## 256                   4      Y       No                13                 3
## 257                   1      Y       No                11                 3
## 258                   7      Y       No                14                 3
## 259                   2      Y      Yes                13                 3
## 260                   6      Y      Yes                19                 3
## 261                   7      Y       No                14                 3
## 262                   6      Y       No                13                 3
## 263                   5      Y      Yes                13                 3
## 264                   1      Y       No                15                 3
## 265                   0      Y       No                12                 3
## 266                   0      Y       No                13                 3
## 267                   7      Y       No                14                 3
## 268                   1      Y       No                12                 3
## 269                   1      Y       No                20                 4
## 270                   0      Y       No                15                 3
## 271                   4      Y       No                22                 4
## 272                   1      Y       No                12                 3
## 273                   1      Y       No                21                 4
## 274                   4      Y       No                13                 3
## 275                   8      Y       No                11                 3
## 276                   4      Y       No                13                 3
## 277                   1      Y       No                13                 3
## 278                   0      Y       No                19                 3
## 279                   1      Y      Yes                11                 3
## 280                   0      Y      Yes                16                 3
## 281                   1      Y      Yes                17                 3
## 282                   2      Y      Yes                13                 3
## 283                   4      Y       No                17                 3
## 284                   4      Y       No                12                 3
## 285                   1      Y       No                13                 3
## 286                   1      Y      Yes                12                 3
## 287                   1      Y      Yes                23                 4
## 288                   0      Y       No                11                 3
## 289                   0      Y       No                14                 3
## 290                   1      Y       No                16                 3
## 291                   3      Y       No                14                 3
## 292                   7      Y       No                15                 3
## 293                   1      Y       No                16                 3
## 294                   0      Y       No                18                 3
## 295                   1      Y      Yes                21                 4
## 296                   7      Y      Yes                11                 3
## 297                   1      Y       No                17                 3
## 298                   1      Y      Yes                24                 4
## 299                   0      Y      Yes                22                 4
## 300                   5      Y      Yes                13                 3
## 301                   1      Y       No                14                 3
## 302                   1      Y       No                22                 4
## 303                   5      Y       No                12                 3
## 304                   1      Y       No                19                 3
## 305                   4      Y       No                24                 4
## 306                   0      Y       No                17                 3
## 307                   4      Y       No                18                 3
## 308                   3      Y       No                17                 3
## 309                   3      Y      Yes                14                 3
## 310                   0      Y       No                22                 4
## 311                   9      Y       No                17                 3
## 312                   7      Y       No                15                 3
## 313                   1      Y       No                12                 3
## 314                   2      Y       No                17                 3
## 315                   8      Y       No                14                 3
## 316                   1      Y      Yes                17                 3
## 317                   6      Y       No                18                 3
## 318                   1      Y       No                12                 3
## 319                   3      Y      Yes                12                 3
## 320                   1      Y      Yes                12                 3
## 321                   6      Y       No                20                 4
## 322                   1      Y       No                12                 3
## 323                   9      Y       No                12                 3
## 324                   8      Y      Yes                23                 4
## 325                   1      Y       No                16                 3
## 326                   1      Y       No                19                 3
## 327                   0      Y      Yes                14                 3
## 328                   6      Y      Yes                17                 3
## 329                   1      Y      Yes                16                 3
## 330                   0      Y       No                14                 3
## 331                   4      Y       No                14                 3
## 332                   1      Y       No                11                 3
## 333                   1      Y      Yes                12                 3
## 334                   1      Y       No                11                 3
## 335                   9      Y       No                21                 4
## 336                   1      Y       No                22                 4
## 337                   1      Y       No                11                 3
## 338                   0      Y       No                17                 3
## 339                   3      Y      Yes                14                 3
## 340                   1      Y       No                13                 3
## 341                   9      Y      Yes                14                 3
## 342                   1      Y      Yes                12                 3
## 343                   4      Y       No                15                 3
## 344                   1      Y       No                20                 4
## 345                   8      Y       No                19                 3
## 346                   0      Y       No                12                 3
## 347                   2      Y       No                11                 3
## 348                   1      Y       No                20                 4
## 349                   2      Y       No                13                 3
## 350                   7      Y       No                11                 3
## 351                   9      Y       No                13                 3
## 352                   4      Y       No                11                 3
## 353                   3      Y      Yes                13                 3
## 354                   3      Y      Yes                18                 3
## 355                   0      Y      Yes                13                 3
## 356                   3      Y       No                18                 3
## 357                   1      Y       No                19                 3
## 358                   5      Y       No                16                 3
## 359                   1      Y      Yes                22                 4
## 360                   0      Y       No                11                 3
## 361                   0      Y       No                14                 3
## 362                   1      Y       No                17                 3
## 363                   1      Y       No                15                 3
## 364                   0      Y       No                19                 3
## 365                   4      Y       No                14                 3
## 366                   9      Y       No                11                 3
## 367                   4      Y       No                13                 3
## 368                   0      Y       No                12                 3
## 369                   2      Y       No                16                 3
## 370                   7      Y       No                16                 3
## 371                   1      Y       No                12                 3
## 372                   0      Y       No                11                 3
## 373                   1      Y       No                18                 3
## 374                   1      Y       No                11                 3
## 375                   1      Y       No                11                 3
## 376                   1      Y      Yes                13                 3
## 377                   1      Y       No                16                 3
## 378                   3      Y      Yes                12                 3
## 379                   0      Y      Yes                18                 3
## 380                   4      Y      Yes                11                 3
## 381                   4      Y       No                11                 3
## 382                   1      Y       No                23                 4
## 383                   4      Y       No                11                 3
## 384                   3      Y       No                13                 3
## 385                   9      Y      Yes                12                 3
## 386                   1      Y       No                13                 3
## 387                   1      Y       No                14                 3
## 388                   4      Y       No                12                 3
## 389                   3      Y       No                15                 3
## 390                   1      Y      Yes                11                 3
## 391                   5      Y       No                17                 3
## 392                   7      Y      Yes                19                 3
## 393                   1      Y      Yes                13                 3
## 394                   4      Y       No                19                 3
## 395                   5      Y      Yes                14                 3
## 396                   0      Y      Yes                18                 3
## 397                   6      Y       No                13                 3
## 398                   1      Y       No                15                 3
## 399                   1      Y       No                21                 4
## 400                   5      Y      Yes                18                 3
## 401                   2      Y       No                20                 4
## 402                   2      Y       No                16                 3
## 403                   4      Y       No                12                 3
## 404                   4      Y       No                12                 3
## 405                   1      Y       No                11                 3
## 406                   4      Y      Yes                14                 3
## 407                   1      Y       No                14                 3
## 408                   1      Y       No                14                 3
## 409                   2      Y       No                16                 3
## 410                   6      Y       No                24                 4
## 411                   0      Y       No                21                 4
## 412                   1      Y       No                12                 3
## 413                   4      Y       No                21                 4
## 414                   8      Y       No                13                 3
## 415                   0      Y       No                16                 3
## 416                   2      Y       No                14                 3
## 417                   0      Y       No                14                 3
## 418                   4      Y       No                18                 3
## 419                   1      Y       No                13                 3
## 420                   1      Y       No                18                 3
## 421                   1      Y       No                15                 3
## 422                   3      Y      Yes                15                 3
## 423                   4      Y      Yes                18                 3
## 424                   1      Y       No                15                 3
## 425                   1      Y       No                11                 3
## 426                   5      Y       No                13                 3
## 427                   1      Y       No                13                 3
## 428                   1      Y       No                17                 3
## 429                   0      Y      Yes                14                 3
## 430                   6      Y       No                13                 3
## 431                   1      Y      Yes                11                 3
## 432                   9      Y       No                16                 3
## 433                   3      Y       No                20                 4
## 434                   1      Y       No                13                 3
## 435                   2      Y       No                12                 3
## 436                   1      Y       No                18                 3
## 437                   6      Y       No                17                 3
## 438                   0      Y       No                13                 3
## 439                   1      Y      Yes                14                 3
## 440                   0      Y       No                13                 3
## 441                   4      Y      Yes                14                 3
## 442                   9      Y       No                17                 3
## 443                   2      Y       No                11                 3
## 444                   4      Y      Yes                18                 3
## 445                   7      Y      Yes                17                 3
## 446                   7      Y       No                12                 3
## 447                   7      Y       No                15                 3
## 448                   5      Y       No                18                 3
## 449                   1      Y       No                11                 3
## 450                   1      Y       No                15                 3
## 451                   0      Y      Yes                13                 3
## 452                   1      Y       No                13                 3
## 453                   1      Y      Yes                18                 3
## 454                   1      Y       No                14                 3
## 455                   7      Y       No                11                 3
## 456                   1      Y       No                14                 3
## 457                   1      Y       No                11                 3
## 458                   0      Y      Yes                22                 4
## 459                   2      Y       No                22                 4
## 460                   1      Y       No                16                 3
## 461                   4      Y       No                17                 3
## 462                   2      Y       No                11                 3
## 463                   4      Y       No                11                 3
## 464                   2      Y       No                20                 4
## 465                   9      Y      Yes                16                 3
## 466                   5      Y      Yes                11                 3
## 467                   3      Y      Yes                21                 4
## 468                   3      Y       No                12                 3
## 469                   8      Y       No                18                 3
## 470                   1      Y       No                11                 3
## 471                   1      Y       No                11                 3
## 472                   1      Y      Yes                24                 4
## 473                   4      Y      Yes                14                 3
## 474                   5      Y       No                13                 3
## 475                   1      Y       No                16                 3
## 476                   4      Y      Yes                21                 4
## 477                   4      Y       No                19                 3
## 478                   5      Y       No                12                 3
## 479                   9      Y       No                13                 3
## 480                   1      Y      Yes                25                 4
## 481                   0      Y       No                12                 3
## 482                   3      Y      Yes                19                 3
## 483                   1      Y      Yes                15                 3
## 484                   4      Y      Yes                18                 3
## 485                   1      Y       No                12                 3
## 486                   8      Y      Yes                11                 3
## 487                   1      Y       No                13                 3
## 488                   1      Y       No                17                 3
## 489                   9      Y      Yes                13                 3
## 490                   3      Y       No                11                 3
## 491                   9      Y      Yes                11                 3
## 492                   4      Y      Yes                11                 3
## 493                   9      Y       No                11                 3
## 494                   1      Y       No                19                 3
## 495                   1      Y      Yes                13                 3
## 496                   2      Y       No                14                 3
## 497                   3      Y       No                21                 4
## 498                   1      Y      Yes                12                 3
## 499                   6      Y       No                13                 3
## 500                   6      Y       No                19                 3
## 501                   7      Y      Yes                14                 3
## 502                   5      Y      Yes                14                 3
## 503                   2      Y      Yes                11                 3
## 504                   1      Y       No                11                 3
## 505                   3      Y       No                19                 3
## 506                   3      Y       No                12                 3
## 507                   1      Y      Yes                13                 3
## 508                   2      Y       No                11                 3
## 509                   4      Y       No                17                 3
## 510                   1      Y       No                12                 3
## 511                   1      Y       No                11                 3
## 512                   3      Y       No                21                 4
## 513                   6      Y       No                13                 3
## 514                   1      Y      Yes                12                 3
## 515                   1      Y       No                24                 4
## 516                   5      Y       No                18                 3
## 517                   1      Y      Yes                18                 3
## 518                   8      Y       No                22                 4
## 519                   0      Y       No                12                 3
## 520                   1      Y       No                16                 3
## 521                   1      Y       No                16                 3
## 522                   1      Y      Yes                17                 3
## 523                   2      Y       No                17                 3
## 524                   1      Y      Yes                17                 3
## 525                   3      Y       No                17                 3
## 526                   2      Y       No                12                 3
## 527                   4      Y      Yes                11                 3
## 528                   1      Y      Yes                12                 3
## 529                   1      Y       No                18                 3
## 530                   9      Y      Yes                18                 3
## 531                   0      Y       No                18                 3
## 532                   6      Y       No                13                 3
## 533                   1      Y       No                24                 4
## 534                   5      Y       No                18                 3
## 535                   1      Y      Yes                11                 3
## 536                   4      Y       No                14                 3
## 537                   7      Y       No                16                 3
## 538                   0      Y      Yes                11                 3
## 539                   1      Y      Yes                16                 3
## 540                   7      Y       No                13                 3
## 541                   1      Y       No                13                 3
## 542                   6      Y       No                19                 3
## 543                   1      Y      Yes                15                 3
## 544                   9      Y       No                14                 3
## 545                   1      Y       No                11                 3
## 546                   1      Y       No                12                 3
## 547                   4      Y       No                11                 3
## 548                   6      Y       No                14                 3
## 549                   3      Y       No                17                 3
## 550                   1      Y       No                16                 3
## 551                   1      Y       No                12                 3
## 552                   1      Y       No                13                 3
## 553                   1      Y       No                21                 4
## 554                   4      Y       No                17                 3
## 555                   9      Y       No                14                 3
## 556                   4      Y      Yes                11                 3
## 557                   7      Y       No                11                 3
## 558                   1      Y      Yes                13                 3
## 559                   1      Y       No                13                 3
## 560                   1      Y       No                17                 3
## 561                   4      Y       No                12                 3
## 562                   2      Y      Yes                14                 3
## 563                   9      Y       No                14                 3
## 564                   4      Y       No                20                 4
## 565                   3      Y       No                21                 4
## 566                   6      Y      Yes                12                 3
## 567                   4      Y       No                13                 3
## 568                   1      Y       No                11                 3
## 569                   7      Y       No                17                 3
## 570                   3      Y      Yes                18                 3
## 571                   5      Y       No                21                 4
## 572                   1      Y       No                19                 3
## 573                   1      Y      Yes                12                 3
## 574                   1      Y       No                21                 4
## 575                   1      Y       No                20                 4
## 576                   1      Y       No                18                 3
## 577                   4      Y       No                14                 3
## 578                   3      Y       No                14                 3
## 579                   0      Y       No                13                 3
## 580                   1      Y      Yes                11                 3
## 581                   3      Y       No                11                 3
## 582                   2      Y       No                14                 3
## 583                   3      Y      Yes                16                 3
## 584                   1      Y      Yes                20                 4
## 585                   2      Y      Yes                13                 3
## 586                   8      Y      Yes                15                 3
## 587                   7      Y      Yes                12                 3
## 588                   7      Y       No                23                 4
## 589                   4      Y       No                18                 3
## 590                   3      Y      Yes                15                 3
## 591                   1      Y      Yes                14                 3
## 592                   0      Y      Yes                23                 4
## 593                   3      Y       No                15                 3
## 594                   1      Y       No                14                 3
## 595                   1      Y       No                13                 3
## 596                   1      Y       No                22                 4
## 597                   3      Y       No                16                 3
## 598                   6      Y       No                22                 4
## 599                   1      Y      Yes                20                 4
## 600                   2      Y      Yes                16                 3
## 601                   1      Y       No                13                 3
## 602                   4      Y       No                14                 3
## 603                   0      Y      Yes                12                 3
## 604                   1      Y       No                13                 3
## 605                   1      Y       No                13                 3
## 606                   3      Y       No                19                 3
## 607                   7      Y       No                11                 3
## 608                   1      Y      Yes                24                 4
## 609                   0      Y       No                12                 3
## 610                   0      Y       No                19                 3
## 611                   0      Y       No                12                 3
## 612                   2      Y      Yes                17                 3
## 613                   7      Y       No                20                 4
## 614                   1      Y      Yes                13                 3
## 615                   5      Y       No                11                 3
## 616                   1      Y       No                14                 3
## 617                   8      Y       No                11                 3
## 618                   5      Y      Yes                21                 4
## 619                   4      Y       No                15                 3
## 620                   1      Y       No                18                 3
## 621                   1      Y      Yes                18                 3
## 622                   1      Y      Yes                19                 3
## 623                   2      Y       No                16                 3
## 624                   1      Y      Yes                16                 3
## 625                   7      Y       No                11                 3
## 626                   1      Y       No                11                 3
## 627                   1      Y      Yes                12                 3
## 628                   0      Y      Yes                14                 3
## 629                   3      Y       No                18                 3
## 630                   1      Y       No                14                 3
## 631                   8      Y       No                20                 4
## 632                   1      Y       No                21                 4
## 633                   8      Y      Yes                12                 3
## 634                   5      Y       No                22                 4
## 635                   8      Y       No                16                 3
## 636                   1      Y       No                13                 3
## 637                   0      Y       No                17                 3
## 638                   1      Y       No                18                 3
## 639                   1      Y      Yes                11                 3
## 640                   0      Y       No                11                 3
## 641                   1      Y       No                22                 4
## 642                   2      Y       No                12                 3
## 643                   7      Y       No                15                 3
## 644                   1      Y      Yes                23                 4
## 645                   6      Y       No                17                 3
## 646                   7      Y       No                11                 3
## 647                   1      Y       No                12                 3
## 648                   1      Y       No                15                 3
## 649                   0      Y       No                14                 3
## 650                   3      Y      Yes                14                 3
## 651                   1      Y       No                19                 3
## 652                   0      Y      Yes                18                 3
## 653                   9      Y       No                17                 3
## 654                   3      Y       No                21                 4
## 655                   5      Y       No                16                 3
## 656                   1      Y      Yes                13                 3
## 657                   5      Y       No                16                 3
## 658                   3      Y       No                20                 4
## 659                   6      Y      Yes                15                 3
## 660                   1      Y       No                13                 3
## 661                   1      Y       No                15                 3
## 662                   3      Y       No                12                 3
## 663                   4      Y      Yes                12                 3
## 664                   1      Y       No                20                 4
## 665                   0      Y       No                20                 4
## 666                   8      Y      Yes                12                 3
## 667                   1      Y       No                14                 3
## 668                   7      Y       No                13                 3
## 669                   1      Y       No                18                 3
## 670                   3      Y       No                14                 3
## 671                   4      Y       No                13                 3
## 672                   1      Y       No                14                 3
## 673                   0      Y       No                14                 3
## 674                   1      Y      Yes                19                 3
## 675                   7      Y       No                17                 3
## 676                   2      Y       No                14                 3
## 677                   0      Y       No                15                 3
## 678                   1      Y       No                11                 3
## 679                   7      Y       No                13                 3
## 680                   3      Y       No                15                 3
## 681                   1      Y       No                12                 3
## 682                   7      Y       No                20                 4
## 683                   6      Y       No                14                 3
## 684                   3      Y      Yes                16                 3
## 685                   1      Y       No                11                 3
## 686                   1      Y       No                25                 4
## 687                   0      Y      Yes                12                 3
## 688                   6      Y       No                21                 4
## 689                   1      Y       No                22                 4
## 690                   5      Y       No                13                 3
## 691                   3      Y       No                11                 3
## 692                   1      Y      Yes                12                 3
## 693                   3      Y       No                23                 4
## 694                   9      Y      Yes                23                 4
## 695                   1      Y       No                14                 3
## 696                   1      Y      Yes                18                 3
## 697                   2      Y       No                25                 4
## 698                   8      Y       No                16                 3
## 699                   1      Y      Yes                12                 3
## 700                   5      Y       No                11                 3
## 701                   1      Y       No                11                 3
## 702                   1      Y       No                20                 4
## 703                   4      Y      Yes                11                 3
## 704                   0      Y      Yes                11                 3
## 705                   8      Y       No                17                 3
## 706                   7      Y       No                14                 3
## 707                   4      Y       No                15                 3
## 708                   9      Y       No                18                 3
## 709                   1      Y       No                11                 3
## 710                   1      Y       No                11                 3
## 711                   1      Y      Yes                23                 4
## 712                   3      Y       No                12                 3
## 713                   5      Y       No                11                 3
## 714                   4      Y       No                11                 3
## 715                   1      Y       No                15                 3
## 716                   1      Y       No                11                 3
## 717                   1      Y       No                18                 3
## 718                   3      Y       No                13                 3
## 719                   3      Y      Yes                24                 4
## 720                   0      Y       No                17                 3
## 721                   1      Y       No                15                 3
## 722                   3      Y       No                17                 3
## 723                   5      Y       No                14                 3
## 724                   0      Y       No                11                 3
## 725                   4      Y       No                13                 3
## 726                   0      Y       No                12                 3
## 727                   5      Y       No                15                 3
## 728                   1      Y      Yes                17                 3
## 729                   1      Y      Yes                18                 3
## 730                   0      Y       No                14                 3
## 731                   4      Y       No                21                 4
## 732                   4      Y      Yes                18                 3
## 733                   1      Y       No                12                 3
## 734                   8      Y       No                12                 3
## 735                   1      Y       No                13                 3
## 736                   0      Y       No                14                 3
## 737                   0      Y       No                11                 3
## 738                   5      Y       No                17                 3
## 739                   1      Y       No                16                 3
## 740                   4      Y       No                14                 3
## 741                   2      Y       No                18                 3
## 742                   9      Y       No                21                 4
## 743                   1      Y       No                17                 3
## 744                   1      Y       No                13                 3
## 745                   0      Y      Yes                22                 4
## 746                   0      Y       No                14                 3
## 747                   4      Y      Yes                15                 3
## 748                   0      Y       No                20                 4
## 749                   1      Y       No                13                 3
## 750                   0      Y       No                14                 3
## 751                   1      Y      Yes                14                 3
## 752                   1      Y      Yes                11                 3
## 753                   2      Y      Yes                15                 3
## 754                   5      Y       No                21                 4
## 755                   9      Y       No                12                 3
## 756                   2      Y       No                14                 3
## 757                   1      Y      Yes                25                 4
## 758                   2      Y       No                14                 3
## 759                   7      Y       No                19                 3
## 760                   2      Y      Yes                16                 3
## 761                   6      Y      Yes                20                 4
## 762                   1      Y      Yes                11                 3
## 763                   1      Y       No                13                 3
## 764                   0      Y       No                12                 3
## 765                   0      Y       No                19                 3
## 766                   1      Y      Yes                14                 3
## 767                   1      Y       No                13                 3
## 768                   3      Y       No                15                 3
## 769                   2      Y       No                11                 3
## 770                   1      Y       No                13                 3
## 771                   3      Y       No                14                 3
## 772                   1      Y       No                25                 4
## 773                   0      Y       No                25                 4
## 774                   0      Y      Yes                17                 3
## 775                   2      Y      Yes                14                 3
## 776                   1      Y       No                18                 3
## 777                   0      Y       No                21                 4
## 778                   1      Y       No                12                 3
## 779                   1      Y       No                20                 4
## 780                   9      Y      Yes                14                 3
## 781                   1      Y      Yes                22                 4
## 782                   1      Y       No                11                 3
## 783                   3      Y      Yes                11                 3
## 784                   1      Y       No                12                 3
## 785                   7      Y       No                11                 3
## 786                   3      Y       No                11                 3
## 787                   2      Y       No                11                 3
## 788                   2      Y       No                15                 3
## 789                   8      Y       No                12                 3
## 790                   1      Y       No                18                 3
## 791                   4      Y       No                25                 4
## 792                   2      Y       No                15                 3
## 793                   3      Y      Yes                19                 3
## 794                   1      Y       No                13                 3
## 795                   1      Y      Yes                15                 3
## 796                   1      Y      Yes                11                 3
## 797                   0      Y      Yes                14                 3
## 798                   1      Y      Yes                17                 3
## 799                   1      Y      Yes                25                 4
## 800                   6      Y       No                20                 4
## 801                   2      Y       No                19                 3
## 802                   4      Y      Yes                13                 3
## 803                   1      Y      Yes                14                 3
## 804                   0      Y      Yes                22                 4
## 805                   4      Y       No                12                 3
## 806                   7      Y      Yes                13                 3
## 807                   2      Y       No                11                 3
## 808                   1      Y       No                24                 4
## 809                   1      Y       No                12                 3
## 810                   0      Y      Yes                16                 3
## 811                   1      Y       No                11                 3
## 812                   4      Y       No                11                 3
## 813                   1      Y      Yes                12                 3
## 814                   3      Y       No                11                 3
## 815                   0      Y       No                19                 3
## 816                   0      Y       No                13                 3
## 817                   5      Y      Yes                24                 4
## 818                   0      Y       No                11                 3
## 819                   0      Y       No                13                 3
## 820                   3      Y      Yes                11                 3
## 821                   3      Y       No                17                 3
## 822                   2      Y       No                14                 3
## 823                   1      Y       No                21                 4
## 824                   1      Y       No                12                 3
## 825                   9      Y      Yes                12                 3
## 826                   9      Y       No                17                 3
## 827                   2      Y       No                13                 3
## 828                   0      Y      Yes                12                 3
## 829                   4      Y       No                14                 3
## 830                   1      Y       No                11                 3
## 831                   1      Y      Yes                15                 3
## 832                   1      Y      Yes                19                 3
## 833                   1      Y       No                12                 3
## 834                   1      Y       No                25                 4
## 835                   1      Y      Yes                15                 3
## 836                   1      Y       No                13                 3
## 837                   7      Y      Yes                15                 3
## 838                   1      Y       No                12                 3
## 839                   8      Y      Yes                12                 3
## 840                   4      Y       No                12                 3
## 841                   1      Y       No                13                 3
## 842                   1      Y       No                13                 3
## 843                   3      Y       No                22                 4
## 844                   0      Y       No                11                 3
## 845                   5      Y       No                12                 3
## 846                   1      Y       No                12                 3
## 847                   1      Y       No                14                 3
## 848                   0      Y       No                17                 3
## 849                   2      Y      Yes                12                 3
## 850                   0      Y       No                18                 3
## 851                   3      Y      Yes                11                 3
## 852                   1      Y       No                13                 3
## 853                   0      Y      Yes                12                 3
## 854                   0      Y       No                19                 3
## 855                   0      Y      Yes                11                 3
## 856                   1      Y       No                13                 3
## 857                   5      Y      Yes                11                 3
## 858                   1      Y       No                24                 4
## 859                   2      Y       No                21                 4
## 860                   1      Y       No                11                 3
## 861                   0      Y       No                14                 3
## 862                   3      Y       No                14                 3
## 863                   8      Y      Yes                13                 3
## 864                   9      Y      Yes                12                 3
## 865                   4      Y      Yes                18                 3
## 866                   1      Y       No                11                 3
## 867                   0      Y       No                18                 3
## 868                   3      Y      Yes                17                 3
## 869                   4      Y      Yes                19                 3
## 870                   5      Y       No                11                 3
## 871                   1      Y       No                20                 4
## 872                   3      Y       No                18                 3
## 873                   6      Y      Yes                17                 3
## 874                   1      Y       No                22                 4
## 875                   1      Y       No                11                 3
## 876                   3      Y       No                14                 3
## 877                   0      Y       No                13                 3
## 878                   1      Y       No                20                 4
## 879                   1      Y       No                25                 4
## 880                   3      Y       No                16                 3
## 881                   4      Y       No                11                 3
## 882                   3      Y       No                22                 4
## 883                   1      Y       No                14                 3
## 884                   0      Y       No                19                 3
## 885                   2      Y       No                19                 3
## 886                   0      Y      Yes                19                 3
## 887                   8      Y       No                17                 3
## 888                   3      Y       No                14                 3
## 889                   3      Y       No                22                 4
## 890                   1      Y       No                17                 3
## 891                   1      Y       No                13                 3
## 892                   3      Y       No                12                 3
## 893                   1      Y       No                16                 3
## 894                   1      Y      Yes                20                 4
## 895                   3      Y       No                14                 3
## 896                   3      Y       No                14                 3
## 897                   2      Y      Yes                20                 4
## 898                   0      Y      Yes                13                 3
## 899                   1      Y       No                12                 3
## 900                   4      Y       No                13                 3
## 901                   9      Y       No                12                 3
## 902                   7      Y       No                12                 3
## 903                   8      Y       No                14                 3
## 904                   8      Y       No                19                 3
## 905                   3      Y       No                13                 3
## 906                   0      Y       No                17                 3
## 907                   2      Y      Yes                13                 3
## 908                   7      Y       No                16                 3
## 909                   1      Y      Yes                13                 3
## 910                   1      Y       No                13                 3
## 911                   3      Y       No                14                 3
## 912                   0      Y      Yes                11                 3
## 913                   4      Y       No                17                 3
## 914                   2      Y       No                12                 3
## 915                   6      Y       No                14                 3
## 916                   0      Y       No                14                 3
## 917                   1      Y       No                25                 4
## 918                   1      Y       No                13                 3
## 919                   1      Y       No                22                 4
## 920                   4      Y      Yes                20                 4
## 921                   0      Y       No                14                 3
## 922                   1      Y       No                19                 3
## 923                   7      Y       No                14                 3
## 924                   7      Y       No                16                 3
## 925                   3      Y       No                25                 4
## 926                   3      Y      Yes                13                 3
## 927                   1      Y       No                15                 3
## 928                   3      Y       No                12                 3
## 929                   1      Y      Yes                13                 3
## 930                   0      Y       No                13                 3
## 931                   1      Y      Yes                14                 3
## 932                   3      Y       No                15                 3
## 933                   1      Y       No                16                 3
## 934                   9      Y      Yes                14                 3
## 935                   1      Y       No                19                 3
## 936                   2      Y      Yes                11                 3
## 937                   7      Y       No                16                 3
## 938                   2      Y       No                15                 3
## 939                   7      Y       No                13                 3
## 940                   1      Y       No                19                 3
## 941                   3      Y       No                14                 3
## 942                   2      Y       No                11                 3
## 943                   7      Y       No                11                 3
## 944                   0      Y       No                18                 3
## 945                   1      Y       No                12                 3
## 946                   1      Y       No                19                 3
## 947                   1      Y       No                13                 3
## 948                   1      Y       No                22                 4
## 949                   0      Y      Yes                11                 3
## 950                   4      Y      Yes                12                 3
## 951                   3      Y       No                22                 4
## 952                   1      Y       No                14                 3
## 953                   3      Y       No                15                 3
## 954                   0      Y      Yes                14                 3
## 955                   9      Y       No                15                 3
## 956                   4      Y       No                21                 4
## 957                   4      Y       No                11                 3
## 958                   9      Y       No                12                 3
## 959                   3      Y      Yes                16                 3
## 960                   7      Y      Yes                12                 3
## 961                   1      Y       No                19                 3
## 962                   1      Y       No                17                 3
## 963                   2      Y       No                15                 3
## 964                   9      Y       No                15                 3
## 965                   1      Y       No                11                 3
## 966                   5      Y      Yes                12                 3
## 967                   1      Y       No                14                 3
## 968                   1      Y       No                13                 3
## 969                   2      Y       No                22                 4
## 970                   2      Y      Yes                13                 3
## 971                   1      Y       No                14                 3
## 972                   0      Y      Yes                11                 3
## 973                   0      Y      Yes                11                 3
## 974                   1      Y       No                13                 3
## 975                   1      Y       No                15                 3
## 976                   1      Y      Yes                13                 3
## 977                   2      Y       No                13                 3
## 978                   0      Y       No                13                 3
## 979                   1      Y      Yes                20                 4
## 980                   2      Y       No                13                 3
## 981                   0      Y       No                23                 4
## 982                   2      Y      Yes                19                 3
## 983                   7      Y       No                15                 3
## 984                   0      Y       No                18                 3
## 985                   4      Y       No                13                 3
## 986                   3      Y      Yes                14                 3
## 987                   0      Y      Yes                11                 3
## 988                   4      Y       No                12                 3
## 989                   1      Y      Yes                13                 3
## 990                   0      Y      Yes                16                 3
## 991                   8      Y       No                11                 3
## 992                   1      Y       No                16                 3
## 993                   0      Y      Yes                19                 3
## 994                   5      Y       No                12                 3
## 995                   1      Y      Yes                13                 3
## 996                   1      Y       No                14                 3
## 997                   0      Y       No                17                 3
## 998                   6      Y       No                19                 3
## 999                   6      Y       No                13                 3
## 1000                  1      Y      Yes                24                 4
## 1001                  8      Y      Yes                22                 4
## 1002                  3      Y       No                19                 3
## 1003                  0      Y       No                13                 3
## 1004                  5      Y       No                13                 3
## 1005                  8      Y       No                12                 3
## 1006                  3      Y      Yes                12                 3
## 1007                  1      Y       No                19                 3
## 1008                  9      Y       No                14                 3
## 1009                  3      Y       No                18                 3
## 1010                  2      Y      Yes                20                 4
## 1011                  6      Y       No                11                 3
## 1012                  6      Y       No                15                 3
## 1013                  1      Y      Yes                11                 3
## 1014                  4      Y       No                17                 3
## 1015                  5      Y       No                15                 3
## 1016                  5      Y       No                12                 3
## 1017                  0      Y      Yes                11                 3
## 1018                  1      Y       No                13                 3
## 1019                  2      Y       No                12                 3
## 1020                  1      Y       No                15                 3
## 1021                  0      Y       No                19                 3
## 1022                  4      Y       No                15                 3
## 1023                  8      Y       No                14                 3
## 1024                  3      Y       No                23                 4
## 1025                  4      Y       No                13                 3
## 1026                  2      Y       No                13                 3
## 1027                  3      Y       No                12                 3
## 1028                  1      Y      Yes                11                 3
## 1029                  9      Y       No                14                 3
## 1030                  9      Y       No                14                 3
## 1031                  0      Y      Yes                13                 3
## 1032                  0      Y       No                13                 3
## 1033                  1      Y      Yes                16                 3
## 1034                  1      Y      Yes                13                 3
## 1035                  3      Y       No                11                 3
## 1036                  1      Y      Yes                11                 3
## 1037                  1      Y       No                23                 4
## 1038                  2      Y       No                15                 3
## 1039                  7      Y       No                21                 4
## 1040                  4      Y       No                12                 3
## 1041                  0      Y       No                11                 3
## 1042                  3      Y      Yes                11                 3
## 1043                  0      Y       No                19                 3
## 1044                  1      Y      Yes                14                 3
## 1045                  1      Y       No                14                 3
## 1046                  1      Y       No                15                 3
## 1047                  4      Y       No                11                 3
## 1048                  6      Y       No                11                 3
## 1049                  1      Y      Yes                13                 3
## 1050                  6      Y      Yes                14                 3
## 1051                  0      Y       No                16                 3
## 1052                  1      Y       No                13                 3
## 1053                  4      Y      Yes                14                 3
## 1054                  5      Y       No                18                 3
## 1055                  2      Y       No                13                 3
## 1056                  5      Y       No                13                 3
## 1057                  5      Y       No                19                 3
## 1058                  5      Y      Yes                22                 4
## 1059                  2      Y       No                13                 3
## 1060                  0      Y       No                17                 3
## 1061                  0      Y       No                24                 4
## 1062                  1      Y       No                13                 3
## 1063                  3      Y       No                23                 4
## 1064                  1      Y      Yes                21                 4
## 1065                  2      Y      Yes                13                 3
## 1066                  1      Y       No                14                 3
## 1067                  2      Y       No                14                 3
## 1068                  5      Y       No                11                 3
## 1069                  0      Y       No                14                 3
## 1070                  7      Y       No                15                 3
## 1071                  8      Y       No                14                 3
## 1072                  1      Y       No                12                 3
## 1073                  1      Y       No                17                 3
## 1074                  3      Y       No                16                 3
## 1075                  4      Y       No                16                 3
## 1076                  8      Y       No                23                 4
## 1077                  4      Y       No                11                 3
## 1078                  1      Y       No                11                 3
## 1079                  4      Y       No                12                 3
## 1080                  2      Y       No                11                 3
## 1081                  2      Y       No                14                 3
## 1082                  1      Y       No                12                 3
## 1083                  1      Y       No                19                 3
## 1084                  9      Y       No                11                 3
## 1085                  0      Y       No                21                 4
## 1086                  5      Y      Yes                21                 4
## 1087                  1      Y       No                19                 3
## 1088                  6      Y      Yes                13                 3
## 1089                  0      Y      Yes                12                 3
## 1090                  1      Y      Yes                11                 3
## 1091                  1      Y      Yes                14                 3
## 1092                  1      Y       No                24                 4
## 1093                  1      Y      Yes                14                 3
## 1094                  7      Y       No                12                 3
## 1095                  1      Y       No                12                 3
## 1096                  6      Y       No                12                 3
## 1097                  2      Y       No                14                 3
## 1098                  6      Y       No                11                 3
## 1099                  1      Y       No                13                 3
## 1100                  1      Y       No                15                 3
## 1101                  1      Y       No                14                 3
## 1102                  7      Y       No                12                 3
## 1103                  3      Y       No                18                 3
## 1104                  7      Y      Yes                18                 3
## 1105                  2      Y       No                18                 3
## 1106                  0      Y       No                14                 3
## 1107                  1      Y      Yes                14                 3
## 1108                  4      Y       No                11                 3
## 1109                  1      Y       No                14                 3
## 1110                  0      Y       No                16                 3
## 1111                  1      Y       No                12                 3
## 1112                  3      Y      Yes                14                 3
## 1113                  7      Y      Yes                12                 3
## 1114                  3      Y      Yes                14                 3
## 1115                  2      Y       No                23                 4
## 1116                  0      Y       No                19                 3
## 1117                  2      Y      Yes                12                 3
## 1118                  0      Y       No                11                 3
## 1119                  2      Y      Yes                13                 3
## 1120                  1      Y      Yes                18                 3
## 1121                  4      Y      Yes                13                 3
## 1122                  2      Y       No                22                 4
## 1123                  1      Y       No                21                 4
## 1124                  9      Y       No                23                 4
## 1125                  0      Y       No                17                 3
## 1126                  0      Y       No                21                 4
## 1127                  1      Y      Yes                16                 3
## 1128                  8      Y       No                20                 4
## 1129                  1      Y       No                19                 3
## 1130                  1      Y       No                15                 3
## 1131                  9      Y       No                12                 3
## 1132                  6      Y      Yes                13                 3
## 1133                  1      Y       No                13                 3
## 1134                  1      Y       No                22                 4
## 1135                  7      Y       No                22                 4
## 1136                  1      Y       No                16                 3
## 1137                  6      Y       No                20                 4
## 1138                  0      Y       No                17                 3
## 1139                  0      Y       No                12                 3
## 1140                  1      Y       No                24                 4
## 1141                  0      Y       No                21                 4
## 1142                  0      Y       No                11                 3
## 1143                  7      Y       No                14                 3
## 1144                  1      Y       No                14                 3
## 1145                  4      Y      Yes                11                 3
## 1146                  8      Y       No                15                 3
## 1147                  2      Y       No                12                 3
## 1148                  8      Y       No                12                 3
## 1149                  1      Y       No                15                 3
## 1150                  1      Y       No                19                 3
## 1151                  1      Y       No                11                 3
## 1152                  3      Y       No                20                 4
## 1153                  3      Y       No                12                 3
## 1154                  1      Y      Yes                11                 3
## 1155                  1      Y       No                14                 3
## 1156                  3      Y       No                18                 3
## 1157                  6      Y      Yes                19                 3
## 1158                  4      Y      Yes                22                 4
## 1159                  1      Y       No                13                 3
## 1160                  6      Y       No                20                 4
## 1161                  1      Y      Yes                11                 3
## 1162                  4      Y      Yes                14                 3
## 1163                  1      Y       No                13                 3
## 1164                  4      Y       No                17                 3
## 1165                  1      Y      Yes                14                 3
## 1166                  1      Y       No                20                 4
## 1167                  4      Y       No                20                 4
## 1168                  0      Y       No                11                 3
## 1169                  0      Y       No                12                 3
## 1170                  1      Y      Yes                12                 3
##      RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1                           3            80                1                 8
## 2                           1            80                0                21
## 3                           3            80                0                10
## 4                           3            80                2                14
## 5                           3            80                0                 6
## 6                           3            80                2                 9
## 7                           1            80                0                 7
## 8                           3            80                3                 8
## 9                           4            80                1                 1
## 10                          2            80                1                 8
## 11                          4            80                0                21
## 12                          2            80                1                 3
## 13                          2            80                0                17
## 14                          1            80                1                 1
## 15                          3            80                0                10
## 16                          4            80                1                 9
## 17                          3            80                1                 8
## 18                          3            80                0                 7
## 19                          1            80                3                 6
## 20                          4            80                1                10
## 21                          3            80                1                13
## 22                          4            80                0                12
## 23                          2            80                1                10
## 24                          4            80                0                10
## 25                          1            80                0                 6
## 26                          3            80                1                26
## 27                          4            80                1                10
## 28                          1            80                0                 6
## 29                          2            80                0                15
## 30                          1            80                1                 5
## 31                          4            80                3                 9
## 32                          4            80                3                14
## 33                          2            80                1                28
## 34                          2            80                1                10
## 35                          2            80                0                 8
## 36                          3            80                0                 5
## 37                          3            80                0                15
## 38                          2            80                3                16
## 39                          1            80                0                36
## 40                          1            80                1                 3
## 41                          4            80                1                37
## 42                          1            80                0                 9
## 43                          2            80                1                17
## 44                          4            80                0                24
## 45                          4            80                1                 1
## 46                          3            80                0                12
## 47                          2            80                0                10
## 48                          2            80                2                 9
## 49                          4            80                0                 0
## 50                          4            80                1                 6
## 51                          4            80                0                 8
## 52                          3            80                1                32
## 53                          4            80                1                10
## 54                          2            80                0                 9
## 55                          4            80                0                11
## 56                          2            80                2                 5
## 57                          4            80                0                 7
## 58                          4            80                0                10
## 59                          1            80                2                15
## 60                          4            80                0                 1
## 61                          1            80                1                16
## 62                          1            80                0                10
## 63                          3            80                1                 3
## 64                          3            80                0                 0
## 65                          1            80                1                 1
## 66                          4            80                2                 7
## 67                          2            80                0                17
## 68                          3            80                0                 5
## 69                          4            80                1                 5
## 70                          2            80                0                17
## 71                          1            80                1                12
## 72                          4            80                0                 6
## 73                          1            80                0                 8
## 74                          1            80                1                 6
## 75                          3            80                0                10
## 76                          4            80                0                12
## 77                          4            80                0                10
## 78                          2            80                0                27
## 79                          4            80                0                23
## 80                          3            80                3                 1
## 81                          1            80                0                15
## 82                          2            80                1                17
## 83                          4            80                1                10
## 84                          1            80                2                13
## 85                          4            80                0                18
## 86                          1            80                0                30
## 87                          4            80                0                20
## 88                          4            80                1                 5
## 89                          4            80                0                 9
## 90                          4            80                0                22
## 91                          3            80                1                 1
## 92                          1            80                1                11
## 93                          2            80                0                 7
## 94                          3            80                0                10
## 95                          2            80                0                21
## 96                          3            80                0                20
## 97                          4            80                1                23
## 98                          4            80                1                17
## 99                          3            80                3                 4
## 100                         1            80                1                 7
## 101                         2            80                0                 6
## 102                         1            80                1                13
## 103                         1            80                1                 6
## 104                         1            80                1                 5
## 105                         2            80                0                35
## 106                         2            80                1                 8
## 107                         1            80                1                10
## 108                         1            80                1                35
## 109                         4            80                1                13
## 110                         4            80                0                 4
## 111                         4            80                1                 3
## 112                         2            80                1                26
## 113                         4            80                0                18
## 114                         1            80                1                16
## 115                         4            80                3                15
## 116                         4            80                0                10
## 117                         2            80                0                 5
## 118                         1            80                1                10
## 119                         1            80                1                13
## 120                         4            80                0                14
## 121                         1            80                1                10
## 122                         4            80                0                 2
## 123                         3            80                1                18
## 124                         1            80                0                 8
## 125                         1            80                0                10
## 126                         4            80                0                10
## 127                         2            80                0                10
## 128                         4            80                2                10
## 129                         1            80                0                20
## 130                         4            80                1                25
## 131                         2            80                1                10
## 132                         3            80                0                 8
## 133                         4            80                3                 7
## 134                         3            80                0                 7
## 135                         2            80                1                 9
## 136                         4            80                1                 8
## 137                         4            80                1                 1
## 138                         3            80                1                22
## 139                         4            80                0                 8
## 140                         1            80                0                12
## 141                         1            80                1                33
## 142                         4            80                2                 2
## 143                         2            80                1                13
## 144                         2            80                1                 7
## 145                         2            80                3                15
## 146                         1            80                1                 4
## 147                         4            80                1                 8
## 148                         4            80                1                 8
## 149                         4            80                0                 6
## 150                         2            80                1                 6
## 151                         3            80                0                 9
## 152                         4            80                0                10
## 153                         3            80                1                13
## 154                         1            80                0                11
## 155                         2            80                2                 1
## 156                         2            80                1                 4
## 157                         3            80                1                15
## 158                         4            80                3                21
## 159                         3            80                1                18
## 160                         3            80                0                20
## 161                         3            80                2                10
## 162                         1            80                0                10
## 163                         4            80                0                 6
## 164                         3            80                0                10
## 165                         3            80                2                12
## 166                         4            80                0                 2
## 167                         2            80                2                27
## 168                         3            80                1                10
## 169                         2            80                2                18
## 170                         1            80                1                11
## 171                         4            80                1                10
## 172                         3            80                1                16
## 173                         4            80                0                28
## 174                         4            80                2                10
## 175                         3            80                1                22
## 176                         3            80                0                 2
## 177                         4            80                1                24
## 178                         2            80                1                 6
## 179                         4            80                0                 9
## 180                         3            80                0                12
## 181                         2            80                1                15
## 182                         4            80                1                11
## 183                         4            80                0                18
## 184                         4            80                0                 9
## 185                         1            80                1                 8
## 186                         4            80                1                 5
## 187                         3            80                2                 7
## 188                         3            80                3                29
## 189                         1            80                2                28
## 190                         2            80                0                 5
## 191                         4            80                2                11
## 192                         4            80                2                 9
## 193                         3            80                1                19
## 194                         1            80                1                14
## 195                         4            80                0                 5
## 196                         2            80                0                 1
## 197                         2            80                2                10
## 198                         2            80                1                22
## 199                         4            80                1                24
## 200                         4            80                1                 1
## 201                         4            80                0                22
## 202                         2            80                2                10
## 203                         3            80                1                14
## 204                         4            80                0                10
## 205                         1            80                1                 6
## 206                         4            80                0                 8
## 207                         2            80                0                 7
## 208                         2            80                0                17
## 209                         4            80                1                 8
## 210                         3            80                1                12
## 211                         3            80                1                21
## 212                         2            80                0                21
## 213                         1            80                0                 4
## 214                         4            80                1                 8
## 215                         4            80                0                 5
## 216                         3            80                1                 8
## 217                         3            80                1                18
## 218                         2            80                1                24
## 219                         3            80                0                 5
## 220                         2            80                0                 8
## 221                         3            80                0                 6
## 222                         4            80                2                 5
## 223                         3            80                1                 7
## 224                         4            80                1                 1
## 225                         4            80                2                10
## 226                         3            80                0                12
## 227                         3            80                1                 1
## 228                         1            80                1                 4
## 229                         1            80                1                 4
## 230                         2            80                1                30
## 231                         1            80                2                10
## 232                         1            80                0                 2
## 233                         3            80                0                25
## 234                         4            80                1                16
## 235                         4            80                2                25
## 236                         3            80                0                17
## 237                         1            80                0                24
## 238                         4            80                1                 6
## 239                         3            80                0                 6
## 240                         3            80                3                19
## 241                         4            80                1                10
## 242                         3            80                0                22
## 243                         4            80                1                 6
## 244                         1            80                0                 6
## 245                         3            80                1                10
## 246                         3            80                3                 8
## 247                         3            80                0                11
## 248                         2            80                1                 3
## 249                         1            80                2                12
## 250                         2            80                1                22
## 251                         3            80                3                 1
## 252                         4            80                2                12
## 253                         4            80                0                 1
## 254                         3            80                0                 2
## 255                         3            80                1                16
## 256                         3            80                0                 7
## 257                         3            80                1                 2
## 258                         2            80                2                 8
## 259                         4            80                3                 9
## 260                         3            80                1                 7
## 261                         3            80                0                 3
## 262                         3            80                0                11
## 263                         3            80                1                 8
## 264                         2            80                1                 3
## 265                         3            80                1                 6
## 266                         3            80                1                 6
## 267                         4            80                2                16
## 268                         1            80                0                 1
## 269                         3            80                3                 9
## 270                         3            80                1                 7
## 271                         2            80                2                10
## 272                         3            80                1                11
## 273                         4            80                1                 9
## 274                         1            80                2                11
## 275                         4            80                0                36
## 276                         4            80                1                28
## 277                         4            80                1                 2
## 278                         1            80                0                 9
## 279                         4            80                0                 6
## 280                         2            80                0                 4
## 281                         1            80                1                10
## 282                         3            80                0                20
## 283                         4            80                1                12
## 284                         4            80                3                13
## 285                         4            80                1                 7
## 286                         2            80                1                15
## 287                         1            80                0                 1
## 288                         3            80                1                 3
## 289                         3            80                1                10
## 290                         2            80                1                 3
## 291                         4            80                2                 8
## 292                         3            80                1                11
## 293                         4            80                0                 7
## 294                         1            80                2                14
## 295                         4            80                0                21
## 296                         3            80                1                 5
## 297                         3            80                0                10
## 298                         4            80                0                 9
## 299                         1            80                0                 4
## 300                         4            80                0                 5
## 301                         4            80                1                10
## 302                         4            80                1                 9
## 303                         4            80                1                 8
## 304                         2            80                0                10
## 305                         1            80                0                 7
## 306                         4            80                0                 6
## 307                         2            80                0                 8
## 308                         4            80                3                 6
## 309                         4            80                2                17
## 310                         3            80                1                 4
## 311                         2            80                1                 9
## 312                         3            80                0                22
## 313                         1            80                0                 7
## 314                         3            80                0                10
## 315                         4            80                0                10
## 316                         3            80                0                 9
## 317                         4            80                1                 6
## 318                         2            80                0                 4
## 319                         4            80                2                 8
## 320                         4            80                0                 1
## 321                         3            80                0                 5
## 322                         4            80                1                10
## 323                         2            80                1                10
## 324                         1            80                3                19
## 325                         3            80                1                21
## 326                         3            80                0                 1
## 327                         4            80                1                23
## 328                         3            80                1                 9
## 329                         3            80                1                20
## 330                         3            80                1                21
## 331                         1            80                0                23
## 332                         3            80                0                14
## 333                         3            80                3                 6
## 334                         4            80                0                 9
## 335                         4            80                1                30
## 336                         2            80                0                14
## 337                         4            80                1                 5
## 338                         3            80                0                 7
## 339                         4            80                0                 5
## 340                         4            80                1                 1
## 341                         4            80                1                 6
## 342                         2            80                1                 2
## 343                         3            80                1                 9
## 344                         3            80                1                 1
## 345                         3            80                3                 8
## 346                         1            80                0                21
## 347                         4            80                0                 5
## 348                         1            80                1                 6
## 349                         4            80                0                 6
## 350                         3            80                0                30
## 351                         2            80                1                18
## 352                         2            80                1                10
## 353                         4            80                1                16
## 354                         3            80                0                 8
## 355                         4            80                1                23
## 356                         4            80                0                15
## 357                         3            80                0                 5
## 358                         2            80                0                 6
## 359                         2            80                1                 9
## 360                         3            80                1                16
## 361                         1            80                1                34
## 362                         4            80                0                 1
## 363                         4            80                1                33
## 364                         4            80                1                22
## 365                         4            80                1                23
## 366                         4            80                3                36
## 367                         3            80                2                15
## 368                         4            80                0                 9
## 369                         4            80                1                 4
## 370                         3            80                0                10
## 371                         3            80                1                 4
## 372                         3            80                0                10
## 373                         1            80                1                24
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##      TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
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##      YearsSinceLastPromotion YearsWithCurrManager MonthlyIncome
## 1                          0                    3          4403
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## 717                        1                    4          6578
## 718                        1                    7          3660
## 719                        6                    7          4581
## 720                        1                    7          7655
## 721                        7                    8          9434
## 722                        0                    2          5768
## 723                        1                    3          2996
## 724                        7                    8          8858
## 725                        0                    0          3968
## 726                        1                    2          4898
## 727                        0                    0          2973
## 728                        2                    0          3815
## 729                        0                    0          2340
## 730                        2                    1          2523
## 731                        0                    0          4765
## 732                        0                    0          5238
## 733                        0                    0          2863
## 734                        1                    2          4707
## 735                        0                    0          2972
## 736                        0                    7          6500
## 737                        9                    6         12031
## 738                        0                    5          5171
## 739                        1                    0          4601
## 740                        0                    2          3681
## 741                        2                    2          8639
## 742                        0                    1         11557
## 743                        3                    7          4285
## 744                        1                    2          3295
## 745                        0                    4          4907
## 746                        0                    0          2296
## 747                        2                    0          2335
## 748                        4                    9          5343
## 749                        1                    2          3907
## 750                        0                    2          2500
## 751                        0                    2          2323
## 752                        2                    2          2302
## 753                       12                   13         11245
## 754                        0                    7          7314
## 755                        0                    3         13549
## 756                        1                    4          3708
## 757                        0                    7          4014
## 758                        1                    2          6651
## 759                        0                    0          3306
## 760                        1                   11         18824
## 761                        0                    0          2404
## 762                        3                    0         16752
## 763                       11                    9          6151
## 764                        0                   13          6347
## 765                        0                    2          3737
## 766                        1                    4          5769
## 767                        0                    8          3376
## 768                        0                    1         10932
## 769                        1                    4          7379
## 770                        4                   12          5593
## 771                        0                    1          4682
## 772                       15                    7         10453
## 773                       11                    8         10938
## 774                        0                    0          3388
## 775                       13                    9         10124
## 776                        0                    2          3505
## 777                        1                    3          2064
## 778                        0                    0          2827
## 779                        5                    7          2570
## 780                        2                    2          4787
## 781                        0                    2          3140
## 782                       11                   10          4553
## 783                        0                    3          2277
## 784                        0                    1          4539
## 785                        0                    0          4978
## 786                        1                    0         16422
## 787                        2                    2         13116
## 788                        7                    7          4941
## 789                        0                    0         19038
## 790                        2                    1          2096
## 791                        1                    2          4789
## 792                        1                    2          2311
## 793                        0                    2          7756
## 794                       12                    8         10096
## 795                        1                    7          6804
## 796                        9                    7          3348
## 797                        4                   10         13496
## 798                        0                    0          2398
## 799                        0                    0          1859
## 800                        0                    4          6842
## 801                        1                    3          5376
## 802                        0                    5          6582
## 803                       11                   10         17068
## 804                        4                    7          9582
## 805                        1                    2          2042
## 806                        5                    7          8321
## 807                        1                    2          6232
## 808                        2                    2          2323
## 809                        0                    8          2862
## 810                        1                    1          3058
## 811                        6                   10          3072
## 812                        0                    2          3229
## 813                        0                    3          4260
## 814                        1                    0         19658
## 815                        1                    2          2899
## 816                        4                   10          2781
## 817                        0                    0          6877
## 818                        3                    7         11691
## 819                        1                    2          2720
## 820                        2                    2          9854
## 821                        0                    2          3312
## 822                        0                    2          6931
## 823                        1                    7          6712
## 824                        2                    2          2610
## 825                        1                    1          4663
## 826                        2                    2         19627
## 827                        0                    0          8161
## 828                        0                    2          4538
## 829                        0                    5          2468
## 830                       10                    7         18200
## 831                        0                    8          3633
## 832                        0                    0          1675
## 833                        3                    3          3196
## 834                        0                    0          2552
## 835                       15                    0         13577
## 836                        7                    7          8834
## 837                        1                    3          2996
## 838                        5                    7          5337
## 839                       14                   10         10333
## 840                       12                    9         19665
## 841                        0                    0          1420
## 842                        0                    9          7988
## 843                        0                    0         13826
## 844                        1                    6          8500
## 845                        2                    2          6029
## 846                        1                    8          4558
## 847                        0                    0          1483
## 848                        3                    7          9613
## 849                        1                    0          6380
## 850                        7                    7          2544
## 851                        2                    2          4559
## 852                        1                    8          2206
## 853                        0                    8          4193
## 854                        0                    7          5661
## 855                        0                    2          4788
## 856                        0                    0          2404
## 857                        0                    4          2657
## 858                        8                    9          8943
## 859                        1                    4          2238
## 860                        0                    5          7978
## 861                        7                    7          2838
## 862                       15                   17         10231
## 863                        0                    4          5304
## 864                       11                   13         13770
## 865                        1                    2          9380
## 866                        0                    8          7898
## 867                        2                    2          4465
## 868                        1                    2          4591
## 869                        0                    2          4477
## 870                        1                    2          4425
## 871                        7                    7            NA
## 872                        0                    2            NA
## 873                        3                    8            NA
## 874                        0                    2            NA
## 875                        0                    7            NA
## 876                        0                    0            NA
## 877                        0                    7            NA
## 878                        2                    2            NA
## 879                        0                    9            NA
## 880                        0                    3            NA
## 881                        4                    3            NA
## 882                        0                    3            NA
## 883                        1                    2            NA
## 884                        1                    1            NA
## 885                        0                    0            NA
## 886                        0                    2            NA
## 887                        1                    6            NA
## 888                        0                    0            NA
## 889                        1                    7            NA
## 890                        1                    4            NA
## 891                        8                    8            NA
## 892                        1                    3            NA
## 893                        4                    7            NA
## 894                        0                    4            NA
## 895                        0                    7            NA
## 896                        4                    7            NA
## 897                        0                    0            NA
## 898                        2                   10            NA
## 899                        9                    6            NA
## 900                        2                    2            NA
## 901                        2                    2            NA
## 902                        0                    0            NA
## 903                        7                    7            NA
## 904                        0                    0            NA
## 905                        1                    1            NA
## 906                        0                    2            NA
## 907                        9                    5            NA
## 908                        0                    4            NA
## 909                        2                    2            NA
## 910                        0                    0            NA
## 911                        0                    7            NA
## 912                        1                    2            NA
## 913                        0                    2            NA
## 914                        5                    8            NA
## 915                        2                    1            NA
## 916                        1                    2            NA
## 917                        1                    2            NA
## 918                        1                    2            NA
## 919                        0                    0            NA
## 920                        0                    0            NA
## 921                        1                    2            NA
## 922                        0                    1            NA
## 923                        0                    0            NA
## 924                        0                    3            NA
## 925                        4                    7            NA
## 926                        1                    7            NA
## 927                        0                    8            NA
## 928                        1                   11            NA
## 929                        0                    0            NA
## 930                        3                    6            NA
## 931                        0                    7            NA
## 932                        7                    7            NA
## 933                        0                    7            NA
## 934                        0                    0            NA
## 935                        0                    0            NA
## 936                        0                    0            NA
## 937                        0                    3            NA
## 938                        0                    3            NA
## 939                        1                    7            NA
## 940                        0                    0            NA
## 941                        1                    0            NA
## 942                        7                    6            NA
## 943                        7                    9            NA
## 944                        2                    2            NA
## 945                        0                    0            NA
## 946                        1                    3            NA
## 947                        1                    0            NA
## 948                        0                    2            NA
## 949                        1                    0            NA
## 950                        1                    3            NA
## 951                        3                    3            NA
## 952                        7                    5            NA
## 953                        0                    1            NA
## 954                        0                    2            NA
## 955                        0                    3            NA
## 956                        0                    3            NA
## 957                        0                    2            NA
## 958                        7                    7            NA
## 959                        0                    2            NA
## 960                       13                    8            NA
## 961                        1                    5            NA
## 962                        4                    7            NA
## 963                        1                    2            NA
## 964                        3                    6            NA
## 965                        2                    1            NA
## 966                       13                    8            NA
## 967                        0                    4            NA
## 968                        9                    0            NA
## 969                        2                    2            NA
## 970                        0                    2            NA
## 971                        0                    7            NA
## 972                        8                    5            NA
## 973                        0                    2            NA
## 974                        0                    0            NA
## 975                        3                    2            NA
## 976                        0                    1            NA
## 977                        2                    2            NA
## 978                        0                    3            NA
## 979                        5                   15            NA
## 980                        0                    0            NA
## 981                        4                    2            NA
## 982                        1                    2            NA
## 983                        2                    2            NA
## 984                        0                    0            NA
## 985                        0                    0            NA
## 986                        0                    3            NA
## 987                        0                    0            NA
## 988                        0                    3            NA
## 989                        2                    8            NA
## 990                        2                    2            NA
## 991                        0                    4            NA
## 992                        0                    4            NA
## 993                        4                    7            NA
## 994                        0                    0            NA
## 995                        1                    3            NA
## 996                        2                   10            NA
## 997                        0                    2            NA
## 998                       12                    7            NA
## 999                        0                    8            NA
## 1000                       0                    1            NA
## 1001                       0                    2            NA
## 1002                       0                    0            NA
## 1003                       1                    6            NA
## 1004                       0                    4            NA
## 1005                       7                    6            NA
## 1006                       0                    1            NA
## 1007                       2                    2            NA
## 1008                       1                    2            NA
## 1009                       4                    7            NA
## 1010                       4                    5            NA
## 1011                       0                    0            NA
## 1012                       0                    0            NA
## 1013                      11                    9            NA
## 1014                       0                    7            NA
## 1015                       0                    1            NA
## 1016                       0                    2            NA
## 1017                       7                    8            NA
## 1018                       0                    6            NA
## 1019                       7                    4            NA
## 1020                       0                    0            NA
## 1021                       3                    7            NA
## 1022                       0                    0            NA
## 1023                       2                    2            NA
## 1024                      14                    4            NA
## 1025                       7                    7            NA
## 1026                       1                    3            NA
## 1027                       1                    0            NA
## 1028                       1                    3            NA
## 1029                       2                    0            NA
## 1030                       3                    6            NA
## 1031                       1                    2            NA
## 1032                       1                    8            NA
## 1033                       0                    8            NA
## 1034                       1                    0            NA
## 1035                       0                    7            NA
## 1036                       1                    1            NA
## 1037                       1                    4            NA
## 1038                       7                    1            NA
## 1039                       2                    2            NA
## 1040                       1                    1            NA
## 1041                       1                    4            NA
## 1042                       0                    2            NA
## 1043                       3                    4            NA
## 1044                       4                   11            NA
## 1045                       1                    4            NA
## 1046                       0                    0            NA
## 1047                       1                    4            NA
## 1048                       8                    8            NA
## 1049                       7                    7            NA
## 1050                       2                    2            NA
## 1051                       1                    9            NA
## 1052                       1                    7            NA
## 1053                       0                    2            NA
## 1054                       2                    2            NA
## 1055                       1                    2            NA
## 1056                       0                    2            NA
## 1057                       2                    0            NA
## 1058                       1                    9            NA
## 1059                       4                    7            NA
## 1060                       0                    4            NA
## 1061                       2                    8            NA
## 1062                       7                    2            NA
## 1063                       4                    7            NA
## 1064                       0                    2            NA
## 1065                       1                    2            NA
## 1066                       0                    2            NA
## 1067                       0                    2            NA
## 1068                      11                   10            NA
## 1069                       0                    3            NA
## 1070                       2                    2            NA
## 1071                       0                    0            NA
## 1072                       3                   12            NA
## 1073                       2                    2            NA
## 1074                       1                    7            NA
## 1075                       0                    0            NA
## 1076                      15                    9            NA
## 1077                       4                    8            NA
## 1078                       0                    2            NA
## 1079                       7                    7            NA
## 1080                       0                    2            NA
## 1081                       2                    2            NA
## 1082                       1                    1            NA
## 1083                       1                    0            NA
## 1084                       6                    9            NA
## 1085                       1                    8            NA
## 1086                       1                   12            NA
## 1087                       0                    2            NA
## 1088                       0                    1            NA
## 1089                       0                    3            NA
## 1090                       4                    4            NA
## 1091                       1                    7            NA
## 1092                      11                   11            NA
## 1093                       0                    7            NA
## 1094                       1                    3            NA
## 1095                       1                    5            NA
## 1096                       4                    3            NA
## 1097                       0                    2            NA
## 1098                       1                    2            NA
## 1099                       0                    7            NA
## 1100                       0                    8            NA
## 1101                       9                    9            NA
## 1102                       1                    3            NA
## 1103                       7                    5            NA
## 1104                       0                    4            NA
## 1105                       0                    1            NA
## 1106                       1                    1            NA
## 1107                       6                    8            NA
## 1108                       0                    2            NA
## 1109                       0                    7            NA
## 1110                       0                    4            NA
## 1111                       2                    9            NA
## 1112                       0                    4            NA
## 1113                       7                    7            NA
## 1114                       1                    3            NA
## 1115                      12                   11            NA
## 1116                       7                    3            NA
## 1117                       0                    1            NA
## 1118                       7                    5            NA
## 1119                       0                    4            NA
## 1120                       0                    6            NA
## 1121                       2                    0            NA
## 1122                       2                    1            NA
## 1123                       8                    7            NA
## 1124                      11                    8            NA
## 1125                       0                    0            NA
## 1126                       0                    0            NA
## 1127                       1                    2            NA
## 1128                       1                    4            NA
## 1129                       0                    4            NA
## 1130                       1                    1            NA
## 1131                       2                    2            NA
## 1132                      15                    2            NA
## 1133                       2                    2            NA
## 1134                       3                    3            NA
## 1135                       0                    4            NA
## 1136                       1                    3            NA
## 1137                       0                    3            NA
## 1138                       1                    7            NA
## 1139                       5                   13            NA
## 1140                       6                   11            NA
## 1141                       7                    8            NA
## 1142                       4                    2            NA
## 1143                       4                    8            NA
## 1144                       0                    2            NA
## 1145                       0                    2            NA
## 1146                       0                    1            NA
## 1147                       1                    2            NA
## 1148                       2                    2            NA
## 1149                       1                    2            NA
## 1150                      10                    8            NA
## 1151                       0                    3            NA
## 1152                       0                    0            NA
## 1153                       0                    3            NA
## 1154                       0                    0            NA
## 1155                       5                   11            NA
## 1156                       1                    0            NA
## 1157                       0                    2            NA
## 1158                       0                    0            NA
## 1159                       2                    2            NA
## 1160                       0                    1            NA
## 1161                       0                    2            NA
## 1162                       0                    0            NA
## 1163                       3                   10            NA
## 1164                       1                    2            NA
## 1165                       1                    7            NA
## 1166                       2                    2            NA
## 1167                      11                    1            NA
## 1168                       4                    4            NA
## 1169                       0                    3            NA
## 1170                       1                    7            NA
# Remove columns with no unique values: Over18, EmployeeCount, StandardHours
# Remove employee number as it is only used as a unique identifier and not useful for attrition analysis
dropColumns = c("Over18", "StandardHours", "EmployeeCount", "EmployeeNumber")

combinedEmployeeDataframe = combinedEmployeeDataframe[ , !(names(combinedEmployeeDataframe) %in% dropColumns)]
combinedEmployeeDataframe = combinedEmployeeDataframe[,c(1,32,31,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30)]

apply(combinedEmployeeDataframe, 2, function(x) length(unique(x)))
##                       ID            MonthlyIncome     YearsWithCurrManager 
##                     1170                      827                       17 
##                      Age                Attrition           BusinessTravel 
##                       43                        2                        3 
##                DailyRate               Department         DistanceFromHome 
##                      778                        3                       29 
##                Education           EducationField  EnvironmentSatisfaction 
##                        5                        6                        4 
##                   Gender               HourlyRate           JobInvolvement 
##                        2                       71                        4 
##                 JobLevel                  JobRole          JobSatisfaction 
##                        5                        9                        4 
##            MaritalStatus              MonthlyRate       NumCompaniesWorked 
##                        3                     1142                       10 
##                 OverTime        PercentSalaryHike        PerformanceRating 
##                        2                       15                        2 
## RelationshipSatisfaction         StockOptionLevel        TotalWorkingYears 
##                        4                        4                       39 
##    TrainingTimesLastYear          WorkLifeBalance           YearsAtCompany 
##                        7                        4                       34 
##       YearsInCurrentRole  YearsSinceLastPromotion 
##                       19                       16
ncol(combinedEmployeeDataframe)
## [1] 32
ncol(combinedEmployeeDataframe)
## [1] 32
combinedEmployeeDataframe$LogMonthlyIncome = log(combinedEmployeeDataframe$MonthlyIncome)
combinedEmployeeDataframe
##        ID MonthlyIncome YearsWithCurrManager Age Attrition    BusinessTravel
## 1       1          4403                    3  32        No     Travel_Rarely
## 2       2         19626                    9  40        No     Travel_Rarely
## 3       3          9362                    2  35        No Travel_Frequently
## 4       4         10422                    7  32        No     Travel_Rarely
## 5       5          3760                    3  24        No Travel_Frequently
## 6       6          8793                    7  27        No Travel_Frequently
## 7       7          2127                    3  41        No     Travel_Rarely
## 8       8          6694                    0  37        No     Travel_Rarely
## 9       9          2220                    0  34        No     Travel_Rarely
## 10     10          5063                    7  34        No Travel_Frequently
## 11     11         19392                   14  43        No     Travel_Rarely
## 12     12          2706                    2  28        No        Non-Travel
## 13     13         10221                    6  35        No     Travel_Rarely
## 14     14          2476                    0  30        No     Travel_Rarely
## 15     15          3423                    7  46        No     Travel_Rarely
## 16     16          6932                    0  31        No        Non-Travel
## 17     17          6725                    3  32        No     Travel_Rarely
## 18     18          5258                    0  46        No        Non-Travel
## 19     19          2932                    2  34        No     Travel_Rarely
## 20     20          5033                    2  44        No     Travel_Rarely
## 21     21          8847                    2  36        No     Travel_Rarely
## 22     22          8120                    2  48        No     Travel_Rarely
## 23     23          5679                    7  43        No Travel_Frequently
## 24     24          5332                    3  31        No Travel_Frequently
## 25     25          6949                    4  33        No     Travel_Rarely
## 26     26         18213                   10  44        No     Travel_Rarely
## 27     27          9924                    7  38        No     Travel_Rarely
## 28     28          8224                    3  33       Yes     Travel_Rarely
## 29     29         10448                    2  53       Yes     Travel_Rarely
## 30     30          4258                    2  52        No        Non-Travel
## 31     31          4668                    7  32        No Travel_Frequently
## 32     32          2028                   13  33        No     Travel_Rarely
## 33     33         16872                    7  46        No     Travel_Rarely
## 34     34          2258                    7  35        No     Travel_Rarely
## 35     35          9679                    0  32        No     Travel_Rarely
## 36     36          2794                    3  32        No Travel_Frequently
## 37     37         10306                    0  35       Yes     Travel_Rarely
## 38     38          6134                    2  36       Yes     Travel_Rarely
## 39     39         19717                    7  56        No     Travel_Rarely
## 40     40          2791                    2  31        No Travel_Frequently
## 41     41         16291                   14  58        No        Non-Travel
## 42     42          6632                    1  45        No     Travel_Rarely
## 43     43          2587                    2  49        No     Travel_Rarely
## 44     44         19613                    1  42        No     Travel_Rarely
## 45     45          1223                    1  23        No     Travel_Rarely
## 46     46          3673                    8  42        No Travel_Frequently
## 47     47          6735                    0  32       Yes     Travel_Rarely
## 48     48          8740                    7  38        No     Travel_Rarely
## 49     49          1878                    0  18       Yes Travel_Frequently
## 50     50          2024                    2  27        No        Non-Travel
## 51     51          2619                    0  38        No     Travel_Rarely
## 52     52         19701                    5  58        No     Travel_Rarely
## 53     53          2011                    7  44        No     Travel_Rarely
## 54     54          4447                    8  45        No        Non-Travel
## 55     55          4424                    8  31        No     Travel_Rarely
## 56     56          2289                    4  41        No     Travel_Rarely
## 57     57          2759                    2  42       Yes Travel_Frequently
## 58     58          4723                    5  29        No     Travel_Rarely
## 59     59         13603                    2  37        No        Non-Travel
## 60     60          1118                    0  25       Yes Travel_Frequently
## 61     61         10325                    7  36       Yes     Travel_Rarely
## 62     62          7094                    7  36        No     Travel_Rarely
## 63     63          3067                    2  31        No     Travel_Rarely
## 64     64          1514                    0  18        No        Non-Travel
## 65     65          2210                    0  24       Yes     Travel_Rarely
## 66     66          3298                    5  32        No     Travel_Rarely
## 67     67          6646                    8  35        No     Travel_Rarely
## 68     68          2647                    4  23        No     Travel_Rarely
## 69     69          2194                    2  35        No Travel_Frequently
## 70     70          2115                    7  37        No     Travel_Rarely
## 71     71          2782                    0  41        No     Travel_Rarely
## 72     72          8463                    3  28        No     Travel_Rarely
## 73     73          5916                    1  35       Yes     Travel_Rarely
## 74     74          4766                    0  41        No     Travel_Rarely
## 75     75          8446                    7  52       Yes     Travel_Rarely
## 76     76          4011                    7  30        No Travel_Frequently
## 77     77          7083                    6  34        No     Travel_Rarely
## 78     78         17567                   12  46        No     Travel_Rarely
## 79     79          8865                    8  45        No        Non-Travel
## 80     80          1129                    0  31        No     Travel_Rarely
## 81     81          4777                    0  37       Yes     Travel_Rarely
## 82     82          6883                    7  35        No     Travel_Rarely
## 83     83          5321                    7  38        No Travel_Frequently
## 84     84          5974                    7  37        No     Travel_Rarely
## 85     85          5410                   12  36        No     Travel_Rarely
## 86     86         13726                    3  59        No     Travel_Rarely
## 87     87          4960                    7  47        No     Travel_Rarely
## 88     88          3743                    2  35       Yes     Travel_Rarely
## 89     89          8726                    7  27        No Travel_Frequently
## 90     90         18947                    1  46        No     Travel_Rarely
## 91     91          1702                    0  38        No Travel_Frequently
## 92     92          7336                   10  29       Yes     Travel_Rarely
## 93     93          2090                    0  37       Yes     Travel_Rarely
## 94     94          6142                    4  35        No     Travel_Rarely
## 95     95         19926                    4  50        No     Travel_Rarely
## 96     96          4907                    6  42        No     Travel_Rarely
## 97     97         16606                    1  46        No     Travel_Rarely
## 98     98          5163                    0  37        No        Non-Travel
## 99     99          3180                    2  29        No Travel_Frequently
## 100   100          3294                    2  34        No     Travel_Rarely
## 101   101          2099                    4  27        No     Travel_Rarely
## 102   102         10793                    9  31        No     Travel_Rarely
## 103   103          6538                    2  34        No        Non-Travel
## 104   104          2819                    2  23        No     Travel_Rarely
## 105   105         16598                    8  53        No     Travel_Rarely
## 106   106          4420                    7  26        No     Travel_Rarely
## 107   107          4319                    9  29        No        Non-Travel
## 108   108         19636                    4  55        No     Travel_Rarely
## 109   109          8926                    7  46       Yes     Travel_Rarely
## 110   110          2439                    2  32        No     Travel_Rarely
## 111   111          2703                    2  28        No Travel_Frequently
## 112   112         17099                    8  52        No     Travel_Rarely
## 113   113         10445                    0  52        No     Travel_Rarely
## 114   114          5093                    0  35        No        Non-Travel
## 115   115          8966                    7  35        No     Travel_Rarely
## 116   116          7642                    9  37        No        Non-Travel
## 117   117          4950                    1  25        No     Travel_Rarely
## 118   118          4025                    3  29        No     Travel_Rarely
## 119   119          2451                    8  41        No     Travel_Rarely
## 120   120          6687                   11  34        No     Travel_Rarely
## 121   121         11713                    5  36        No        Non-Travel
## 122   122          2380                    2  21        No     Travel_Rarely
## 123   123         10761                    2  45        No     Travel_Rarely
## 124   124          4028                    5  38        No     Travel_Rarely
## 125   125          4554                    9  29        No Travel_Frequently
## 126   126          5204                    9  35        No     Travel_Rarely
## 127   127          3919                    7  32       Yes Travel_Frequently
## 128   128          5906                    8  45        No     Travel_Rarely
## 129   129          4081                    8  43        No     Travel_Rarely
## 130   130         13225                    8  46        No     Travel_Rarely
## 131   131          4187                    9  29        No     Travel_Rarely
## 132   132          4507                    4  49        No     Travel_Rarely
## 133   133          4523                    4  42        No Travel_Frequently
## 134   134          5295                    0  39        No     Travel_Rarely
## 135   135          5257                    0  43        No Travel_Frequently
## 136   136          4244                    7  40        No Travel_Frequently
## 137   137          2319                    0  29       Yes     Travel_Rarely
## 138   138         10739                    8  54        No     Travel_Rarely
## 139   139          2404                    2  39       Yes     Travel_Rarely
## 140   140          7428                    3  37        No     Travel_Rarely
## 141   141         13402                    9  56        No     Travel_Rarely
## 142   142          2372                    2  58        No     Travel_Rarely
## 143   143         10845                    7  46        No     Travel_Rarely
## 144   144          6502                    1  37        No     Travel_Rarely
## 145   145          6377                    8  40        No     Travel_Rarely
## 146   146          4649                    2  29        No        Non-Travel
## 147   147          2756                    6  33        No     Travel_Rarely
## 148   148          6392                    2  33        No     Travel_Rarely
## 149   149          3597                    2  24        No     Travel_Rarely
## 150   150          4877                    0  28        No     Travel_Rarely
## 151   151          4233                    2  31       Yes     Travel_Rarely
## 152   152          5396                    8  32        No     Travel_Rarely
## 153   153          5484                    8  32        No     Travel_Rarely
## 154   154          6870                    2  41        No     Travel_Rarely
## 155   155          2008                    0  34        No     Travel_Rarely
## 156   156          4736                    2  30        No        Non-Travel
## 157   157          5677                   10  40        No     Travel_Rarely
## 158   158         12169                    5  39       Yes Travel_Frequently
## 159   159         10820                    1  43        No Travel_Frequently
## 160   160         13191                    0  42        No Travel_Frequently
## 161   161          5126                    0  30        No     Travel_Rarely
## 162   162          8722                    9  28       Yes        Non-Travel
## 163   163          7104                    2  33        No     Travel_Rarely
## 164   164          6545                    2  42        No     Travel_Rarely
## 165   165          8020                    9  35        No     Travel_Rarely
## 166   166          2044                    2  20       Yes     Travel_Rarely
## 167   167         16413                    2  49        No     Travel_Rarely
## 168   168         16184                    5  33        No     Travel_Rarely
## 169   169          5577                    9  52        No     Travel_Rarely
## 170   170          2514                    7  29        No     Travel_Rarely
## 171   171          5304                    7  30        No     Travel_Rarely
## 172   172          5467                    7  47        No        Non-Travel
## 173   173         10527                    2  46        No Travel_Frequently
## 174   174          8380                    8  33        No     Travel_Rarely
## 175   175         14852                    2  53        No     Travel_Rarely
## 176   176          2070                    2  21        No     Travel_Rarely
## 177   177         19859                    4  55       Yes     Travel_Rarely
## 178   178          2042                    2  26       Yes Travel_Frequently
## 179   179          8998                    7  32        No Travel_Frequently
## 180   180          8686                    7  38        No     Travel_Rarely
## 181   181         10274                    4  35        No     Travel_Rarely
## 182   182          6893                    7  38        No     Travel_Rarely
## 183   183          4739                    2  43        No Travel_Frequently
## 184   184          8376                    2  39        No     Travel_Rarely
## 185   185          3755                    7  39        No Travel_Frequently
## 186   186          2070                    4  28        No     Travel_Rarely
## 187   187          5206                    7  25        No Travel_Frequently
## 188   188         15972                    2  47        No     Travel_Rarely
## 189   189         19144                    6  50        No     Travel_Rarely
## 190   190          4221                    4  28        No        Non-Travel
## 191   191          5775                    9  30        No     Travel_Rarely
## 192   192          9637                    2  31        No Travel_Frequently
## 193   193          4810                    8  46        No     Travel_Rarely
## 194   194          4051                    7  48        No     Travel_Rarely
## 195   195          3904                    1  26        No     Travel_Rarely
## 196   196          2723                    0  51        No     Travel_Rarely
## 197   197          2075                    3  51        No     Travel_Rarely
## 198   198         13120                    3  49        No     Travel_Rarely
## 199   199         10248                   17  44        No     Travel_Rarely
## 200   200          2127                    0  24        No     Travel_Rarely
## 201   201         13194                    0  40       Yes        Non-Travel
## 202   202          6220                    9  32        No     Travel_Rarely
## 203   203          6162                    8  32        No     Travel_Rarely
## 204   204          2216                    7  28       Yes     Travel_Rarely
## 205   205          3931                    2  32        No     Travel_Rarely
## 206   206          2559                    1  44        No     Travel_Rarely
## 207   207          5346                    3  43       Yes     Travel_Rarely
## 208   208          6673                    0  38       Yes     Travel_Rarely
## 209   209          3204                    2  30        No     Travel_Rarely
## 210   210          8189                    7  41        No     Travel_Rarely
## 211   211         13570                   10  41        No     Travel_Rarely
## 212   212         18303                    0  42        No     Travel_Rarely
## 213   213          4680                    0  37        No     Travel_Rarely
## 214   214          6062                    2  42        No     Travel_Rarely
## 215   215          2045                    1  27        No     Travel_Rarely
## 216   216          2345                    2  40        No     Travel_Rarely
## 217   217          9824                    0  38        No     Travel_Rarely
## 218   218         17174                    7  48        No Travel_Frequently
## 219   219          2632                    4  30        No     Travel_Rarely
## 220   220          2875                    2  26        No     Travel_Rarely
## 221   221          6274                    4  34        No     Travel_Rarely
## 222   222          4286                    0  45       Yes Travel_Frequently
## 223   223          5368                    2  33        No        Non-Travel
## 224   224          1563                    0  28        No     Travel_Rarely
## 225   225          4771                    3  38        No     Travel_Rarely
## 226   226          3748                    7  30        No     Travel_Rarely
## 227   227          1951                    0  35        No     Travel_Rarely
## 228   228          2328                    2  22        No     Travel_Rarely
## 229   229          4999                    2  24        No     Travel_Rarely
## 230   230         13966                   12  49        No     Travel_Rarely
## 231   231          5770                    9  45        No     Travel_Rarely
## 232   232          2014                    2  35        No     Travel_Rarely
## 233   233         12936                   10  47       Yes Travel_Frequently
## 234   234          5940                    5  54        No     Travel_Rarely
## 235   235         16959                   12  43        No Travel_Frequently
## 236   236         10609                    7  37       Yes     Travel_Rarely
## 237   237         18880                   14  42        No     Travel_Rarely
## 238   238          6322                    5  32        No     Travel_Rarely
## 239   239          2187                    2  25        No     Travel_Rarely
## 240   240         13269                   11  50        No     Travel_Rarely
## 241   241          7406                    8  42        No     Travel_Rarely
## 242   242         18061                    0  45        No Travel_Frequently
## 243   243          2703                    4  29        No     Travel_Rarely
## 244   244          4400                    2  25       Yes     Travel_Rarely
## 245   245          5056                    2  29        No     Travel_Rarely
## 246   246          2532                    3  29        No     Travel_Rarely
## 247   247          7143                   10  31        No     Travel_Rarely
## 248   248          2269                    2  32        No     Travel_Rarely
## 249   249          5467                    3  41        No Travel_Frequently
## 250   250         16595                    8  41        No     Travel_Rarely
## 251   251          2008                    0  33        No        Non-Travel
## 252   252          5079                    7  36        No        Non-Travel
## 253   253          2274                    0  45        No     Travel_Rarely
## 254   254          2956                    0  31       Yes     Travel_Rarely
## 255   255         13757                    8  40        No        Non-Travel
## 256   256          2438                    2  43        No        Non-Travel
## 257   257          2789                    2  31        No Travel_Frequently
## 258   258          4779                    2  30        No     Travel_Rarely
## 259   259          9713                    0  34        No     Travel_Rarely
## 260   260          3977                    2  25        No     Travel_Rarely
## 261   261          2785                    0  31       Yes Travel_Frequently
## 262   262          2362                    7  29       Yes     Travel_Rarely
## 263   263          2436                    4  33       Yes     Travel_Rarely
## 264   264          2157                    2  29        No Travel_Frequently
## 265   265          2774                    2  24        No     Travel_Rarely
## 266   266          2426                    3  35        No     Travel_Rarely
## 267   267         17007                    9  34        No Travel_Frequently
## 268   268          1393                    0  32       Yes     Travel_Rarely
## 269   269          5968                    8  33        No Travel_Frequently
## 270   270          9957                    2  30        No     Travel_Rarely
## 271   271          5154                    7  45        No        Non-Travel
## 272   272          5433                    9  34        No     Travel_Rarely
## 273   273          3540                    8  27        No     Travel_Rarely
## 274   274          5647                    2  36        No     Travel_Rarely
## 275   275         18722                   15  55        No     Travel_Rarely
## 276   276         19943                    2  56        No     Travel_Rarely
## 277   277          2244                    2  22        No     Travel_Rarely
## 278   278          2455                    7  43        No Travel_Frequently
## 279   279          5744                    3  25       Yes     Travel_Rarely
## 280   280          4035                    2  55        No     Travel_Rarely
## 281   281          7847                    8  43        No     Travel_Rarely
## 282   282          4721                   17  41        No     Travel_Rarely
## 283   283          6513                    3  40        No     Travel_Rarely
## 284   284          7547                    7  31        No     Travel_Rarely
## 285   285          2844                    0  38        No     Travel_Rarely
## 286   286          5207                    7  33        No     Travel_Rarely
## 287   287          2472                    0  22       Yes     Travel_Rarely
## 288   288          2661                    2  34        No     Travel_Rarely
## 289   289          9738                    8  36        No Travel_Frequently
## 290   290          2572                    2  35        No     Travel_Rarely
## 291   291          2270                    2  45        No     Travel_Rarely
## 292   292          5674                    8  36        No        Non-Travel
## 293   293          2279                    3  27        No     Travel_Rarely
## 294   294         11957                   12  47        No        Non-Travel
## 295   295         16437                    7  40        No     Travel_Rarely
## 296   296          2660                    2  35        No     Travel_Rarely
## 297   297          9547                    9  34        No Travel_Frequently
## 298   298          6074                    6  34       Yes Travel_Frequently
## 299   299          2321                    2  31       Yes        Non-Travel
## 300   300          3464                    2  28       Yes     Travel_Rarely
## 301   301          6524                    3  32        No Travel_Frequently
## 302   302          9069                    8  35        No Travel_Frequently
## 303   303          3537                    2  55        No     Travel_Rarely
## 304   304          5098                    8  35        No     Travel_Rarely
## 305   305          2479                    0  58       Yes     Travel_Rarely
## 306   306          3162                    4  24        No        Non-Travel
## 307   307          2380                    0  50        No     Travel_Rarely
## 308   308          2979                    0  34        No        Non-Travel
## 309   309          6385                    7  55        No Travel_Frequently
## 310   310          4851                    2  25        No     Travel_Rarely
## 311   311          5484                    1  34        No     Travel_Rarely
## 312   312         13237                   13  40        No     Travel_Rarely
## 313   313          4084                    7  31       Yes Travel_Frequently
## 314   314          6132                    0  51        No     Travel_Rarely
## 315   315          5405                    2  60        No     Travel_Rarely
## 316   316          4163                    7  47        No     Travel_Rarely
## 317   317          2231                    2  34        No Travel_Frequently
## 318   318          4617                    2  24        No     Travel_Rarely
## 319   319          6120                    4  39        No     Travel_Rarely
## 320   320          2994                    1  19        No     Travel_Rarely
## 321   321          2332                    2  32        No        Non-Travel
## 322   322          2691                    8  34        No     Travel_Rarely
## 323   323          3761                    3  30        No Travel_Frequently
## 324   324          4615                    7  46        No     Travel_Rarely
## 325   325         12742                    8  39        No     Travel_Rarely
## 326   326          2318                    0  27        No     Travel_Rarely
## 327   327         19049                   10  44        No     Travel_Rarely
## 328   328          5410                    2  42        No     Travel_Rarely
## 329   329          2133                    7  38        No Travel_Frequently
## 330   330         16799                    9  42        No     Travel_Rarely
## 331   331         15379                    0  49        No     Travel_Rarely
## 332   332         10400                    8  32       Yes     Travel_Rarely
## 333   333          2342                    3  44       Yes Travel_Frequently
## 334   334          7412                    7  27        No     Travel_Rarely
## 335   335         18844                    2  59        No        Non-Travel
## 336   336          4508                    8  33       Yes Travel_Frequently
## 337   337          4968                    2  35        No Travel_Frequently
## 338   338          7756                    4  34        No Travel_Frequently
## 339   339          4728                    0  50       Yes Travel_Frequently
## 340   340          2341                    0  27        No     Travel_Rarely
## 341   341          3419                    0  36        No     Travel_Rarely
## 342   342          3867                    2  28        No Travel_Frequently
## 343   343          7119                    2  33        No     Travel_Rarely
## 344   344          2083                    0  30        No Travel_Frequently
## 345   345          4115                    3  30        No     Travel_Rarely
## 346   346         13341                   10  39        No     Travel_Rarely
## 347   347          4033                    2  34        No Travel_Frequently
## 348   348          6397                    4  26        No Travel_Frequently
## 349   349          2290                    0  44        No        Non-Travel
## 350   350         11103                    1  56        No     Travel_Rarely
## 351   351         13348                    7  42        No     Travel_Rarely
## 352   352          6929                    7  31        No     Travel_Rarely
## 353   353          4422                    0  40        No Travel_Frequently
## 354   354          4069                    2  40        No        Non-Travel
## 355   355         10447                    5  41        No     Travel_Rarely
## 356   356          4759                   12  34        No     Travel_Rarely
## 357   357          2368                    3  26        No     Travel_Rarely
## 358   358          2546                    1  29       Yes     Travel_Rarely
## 359   359          6162                    8  32        No     Travel_Rarely
## 360   360          3210                   11  36        No     Travel_Rarely
## 361   361         19999                    9  52        No     Travel_Rarely
## 362   362          1091                    0  29       Yes Travel_Frequently
## 363   363         19845                    9  52       Yes     Travel_Rarely
## 364   364         19436                    9  40        No     Travel_Rarely
## 365   365         19187                   11  55        No     Travel_Rarely
## 366   366         13212                    7  56        No Travel_Frequently
## 367   367          4444                   10  34        No Travel_Frequently
## 368   368          5473                    1  40        No     Travel_Rarely
## 369   369          2073                    2  23        No     Travel_Rarely
## 370   370          5055                    7  32        No     Travel_Rarely
## 371   371          4148                    3  31        No Travel_Frequently
## 372   372          8412                    8  30        No        Non-Travel
## 373   373          5210                   11  45        No Travel_Frequently
## 374   374          3936                    7  37        No     Travel_Rarely
## 375   375          2728                    2  20        No     Travel_Rarely
## 376   376         14411                    9  50        No Travel_Frequently
## 377   377          2743                   14  36       Yes     Travel_Rarely
## 378   378          5087                    0  42        No     Travel_Rarely
## 379   379          2168                    3  29        No     Travel_Rarely
## 380   380          2132                    1  30       Yes     Travel_Rarely
## 381   381         18300                    1  47        No     Travel_Rarely
## 382   382          2942                    7  26        No     Travel_Rarely
## 383   383          5486                    2  48        No     Travel_Rarely
## 384   384          2322                    0  23        No     Travel_Rarely
## 385   385          2461                    7  51       Yes     Travel_Rarely
## 386   386         13582                   11  38        No     Travel_Rarely
## 387   387          8789                    8  35        No Travel_Frequently
## 388   388          4262                    2  29        No     Travel_Rarely
## 389   389          4502                    7  36        No     Travel_Rarely
## 390   390          2174                    2  21       Yes Travel_Frequently
## 391   391          6500                    2  34        No     Travel_Rarely
## 392   392          4157                    0  26        No     Travel_Rarely
## 393   393          3065                    3  31        No        Non-Travel
## 394   394         10266                   11  60        No Travel_Frequently
## 395   395          2515                    2  42        No Travel_Frequently
## 396   396          2695                    2  31        No     Travel_Rarely
## 397   397         17861                    1  46        No     Travel_Rarely
## 398   398          2742                    2  34       Yes     Travel_Rarely
## 399   399          6306                    9  56        No        Non-Travel
## 400   400         10209                    2  44        No Travel_Frequently
## 401   401          6091                    2  30        No     Travel_Rarely
## 402   402          5265                    2  42        No        Non-Travel
## 403   403          2105                    0  47        No     Travel_Rarely
## 404   404          8008                    2  36        No     Travel_Rarely
## 405   405          2559                    1  35        No     Travel_Rarely
## 406   406         16627                    0  43        No     Travel_Rarely
## 407   407          5468                    7  31        No     Travel_Rarely
## 408   408          2741                    7  36        No     Travel_Rarely
## 409   409         15427                    7  53        No     Travel_Rarely
## 410   410         17159                    0  43        No     Travel_Rarely
## 411   411          2342                    3  36        No     Travel_Rarely
## 412   412          9241                    7  41        No     Travel_Rarely
## 413   413          3022                    0  37        No     Travel_Rarely
## 414   414          4648                    0  32        No Travel_Frequently
## 415   415          2351                    0  34       Yes Travel_Frequently
## 416   416          5762                    7  35        No        Non-Travel
## 417   417          2564                    7  30        No        Non-Travel
## 418   418          3688                    0  36        No Travel_Frequently
## 419   419          6474                   11  37        No     Travel_Rarely
## 420   420         11935                    7  29        No     Travel_Rarely
## 421   421          4325                    3  34        No     Travel_Rarely
## 422   422          4449                    7  37        No        Non-Travel
## 423   423          6172                    7  31       Yes     Travel_Rarely
## 424   424          1611                    0  18        No        Non-Travel
## 425   425          4724                    4  28        No     Travel_Rarely
## 426   426         10798                    0  43        No     Travel_Rarely
## 427   427          1274                    0  30        No        Non-Travel
## 428   428          3230                    0  21        No     Travel_Rarely
## 429   429          3730                    2  32       Yes     Travel_Rarely
## 430   430          5957                    9  34        No     Travel_Rarely
## 431   431          4478                    4  27        No     Travel_Rarely
## 432   432          3544                    0  40        No        Non-Travel
## 433   433          4284                    3  49       Yes Travel_Frequently
## 434   434          2109                    0  29        No     Travel_Rarely
## 435   435          9705                    0  40        No     Travel_Rarely
## 436   436          6214                    7  27        No     Travel_Rarely
## 437   437          4382                    1  28       Yes     Travel_Rarely
## 438   438          2867                    6  26        No     Travel_Rarely
## 439   439          2683                    2  50       Yes     Travel_Rarely
## 440   440          7625                    8  38        No     Travel_Rarely
## 441   441          4998                    7  32        No Travel_Frequently
## 442   442          2974                    2  29        No     Travel_Rarely
## 443   443          3485                    0  28       Yes     Travel_Rarely
## 444   444          3195                    2  44        No     Travel_Rarely
## 445   445         19328                    2  46        No     Travel_Rarely
## 446   446          3420                    2  47        No     Travel_Rarely
## 447   447          4735                    9  38        No Travel_Frequently
## 448   448          5538                    0  42        No     Travel_Rarely
## 449   449          2406                    9  38        No Travel_Frequently
## 450   450          4385                    5  45        No        Non-Travel
## 451   451          4878                    1  33        No     Travel_Rarely
## 452   452          3420                    3  44        No     Travel_Rarely
## 453   453          5813                    7  35       Yes     Travel_Rarely
## 454   454          5487                    9  33        No     Travel_Rarely
## 455   455         15402                    2  48        No     Travel_Rarely
## 456   456         19833                    8  40        No     Travel_Rarely
## 457   457          5476                    2  31        No     Travel_Rarely
## 458   458          5441                    0  51        No     Travel_Rarely
## 459   459          2066                    0  56        No     Travel_Rarely
## 460   460          5810                    8  36        No     Travel_Rarely
## 461   461          2093                    0  42        No Travel_Frequently
## 462   462          2013                    3  36        No     Travel_Rarely
## 463   463          9208                    1  50        No Travel_Frequently
## 464   464          5238                    4  31        No Travel_Frequently
## 465   465          2437                    0  43       Yes Travel_Frequently
## 466   466          3944                    2  38        No     Travel_Rarely
## 467   467          2644                    2  36        No     Travel_Rarely
## 468   468          3038                    0  36        No     Travel_Rarely
## 469   469          4969                    2  26       Yes        Non-Travel
## 470   470          4450                    3  53        No     Travel_Rarely
## 471   471          2226                    2  27        No     Travel_Rarely
## 472   472          2439                    0  29       Yes Travel_Frequently
## 473   473         13245                    0  45        No     Travel_Rarely
## 474   474          3452                    3  45        No     Travel_Rarely
## 475   475          2207                    2  28        No     Travel_Rarely
## 476   476          5772                    8  46        No Travel_Frequently
## 477   477          6334                    0  37        No     Travel_Rarely
## 478   478          4306                    0  26        No     Travel_Rarely
## 479   479          2950                    4  52        No     Travel_Rarely
## 480   480         13744                    8  37        No     Travel_Rarely
## 481   481          5373                    2  29        No     Travel_Rarely
## 482   482          2356                    2  31        No     Travel_Rarely
## 483   483          5747                   11  34        No Travel_Frequently
## 484   484          4257                    2  56        No     Travel_Rarely
## 485   485         10312                    6  58       Yes     Travel_Rarely
## 486   486          5993                    5  41       Yes     Travel_Rarely
## 487   487          1081                    0  30       Yes     Travel_Rarely
## 488   488          2911                    3  31        No     Travel_Rarely
## 489   489          5381                    0  48       Yes     Travel_Rarely
## 490   490          6142                    3  34        No     Travel_Rarely
## 491   491         18665                    2  49        No Travel_Frequently
## 492   492         16880                    2  50        No     Travel_Rarely
## 493   493          5869                    4  29        No     Travel_Rarely
## 494   494          8606                    3  35        No     Travel_Rarely
## 495   495          5673                    7  36        No     Travel_Rarely
## 496   496         16307                   17  51        No     Travel_Rarely
## 497   497          2654                    2  45        No     Travel_Rarely
## 498   498          2326                    2  37        No Travel_Frequently
## 499   499          5237                    7  36        No     Travel_Rarely
## 500   500          5736                    2  39        No        Non-Travel
## 501   501         10008                    9  58       Yes     Travel_Rarely
## 502   502          2028                    3  28       Yes     Travel_Rarely
## 503   503          2655                    7  48       Yes Travel_Frequently
## 504   504          9980                    8  29        No     Travel_Rarely
## 505   505         17169                    6  47        No     Travel_Rarely
## 506   506          5878                    5  32        No     Travel_Rarely
## 507   507          2851                    0  33       Yes     Travel_Rarely
## 508   508         10596                    2  51        No Travel_Frequently
## 509   509          2793                    8  37        No Travel_Frequently
## 510   510         19545                    8  41       Yes     Travel_Rarely
## 511   511          5343                    9  38        No     Travel_Rarely
## 512   512         10920                    5  39        No        Non-Travel
## 513   513          3433                    3  32        No Travel_Frequently
## 514   514         13458                   12  33        No Travel_Frequently
## 515   515          2610                    2  21        No        Non-Travel
## 516   516          5482                    2  51        No     Travel_Rarely
## 517   517          2413                    0  25       Yes     Travel_Rarely
## 518   518          2766                    4  42        No     Travel_Rarely
## 519   519          4627                    7  30        No     Travel_Rarely
## 520   520          2587                    0  56       Yes     Travel_Rarely
## 521   521          2553                    3  34        No Travel_Frequently
## 522   522          2408                    0  28       Yes     Travel_Rarely
## 523   523          9724                    0  45        No     Travel_Rarely
## 524   524         19502                    9  49        No     Travel_Rarely
## 525   525          2177                    0  59        No     Travel_Rarely
## 526   526          7525                   12  53        No Travel_Frequently
## 527   527          5006                    3  45        No     Travel_Rarely
## 528   528          6833                    1  31        No     Travel_Rarely
## 529   529          2859                    4  35        No     Travel_Rarely
## 530   530          4963                    3  56       Yes     Travel_Rarely
## 531   531          8823                    9  38        No     Travel_Rarely
## 532   532          6815                    0  36        No     Travel_Rarely
## 533   533          2700                    7  29        No     Travel_Rarely
## 534   534          6667                    2  32        No        Non-Travel
## 535   535          2119                    7  29       Yes     Travel_Rarely
## 536   536          2089                    2  43        No        Non-Travel
## 537   537          7351                    0  38        No     Travel_Rarely
## 538   538          2696                    0  42        No     Travel_Rarely
## 539   539          3202                    4  24       Yes     Travel_Rarely
## 540   540          5155                    5  42        No     Travel_Rarely
## 541   541          3491                    9  30        No     Travel_Rarely
## 542   542          3143                    6  33        No     Travel_Rarely
## 543   543          2566                    1  27        No        Non-Travel
## 544   544          6553                    0  38        No     Travel_Rarely
## 545   545          4381                    3  34        No     Travel_Rarely
## 546   546          2929                    7  34        No     Travel_Rarely
## 547   547          7403                    7  49        No     Travel_Rarely
## 548   548          5094                    0  40        No Travel_Frequently
## 549   549         12061                    1  38        No     Travel_Rarely
## 550   550          2177                    4  45        No     Travel_Rarely
## 551   551         19189                   10  41        No     Travel_Rarely
## 552   552          4936                    4  28        No     Travel_Rarely
## 553   553          3886                    8  36        No Travel_Frequently
## 554   554          2259                    0  48        No     Travel_Rarely
## 555   555          4876                    2  40        No        Non-Travel
## 556   556          9602                    0  37        No     Travel_Rarely
## 557   557          3780                    0  54        No     Travel_Rarely
## 558   558          3622                    3  34        No     Travel_Rarely
## 559   559          4434                    8  42        No     Travel_Rarely
## 560   560          5296                    7  26        No     Travel_Rarely
## 561   561          2088                    2  36        No Travel_Frequently
## 562   562         15787                    2  58        No Travel_Frequently
## 563   563          2811                    2  27        No     Travel_Rarely
## 564   564         11031                    8  31        No        Non-Travel
## 565   565          3833                    2  30        No     Travel_Rarely
## 566   566          2436                    2  44        No     Travel_Rarely
## 567   567          2176                    4  32        No     Travel_Rarely
## 568   568          9714                    7  30       Yes     Travel_Rarely
## 569   569          6244                    3  42        No     Travel_Rarely
## 570   570         13973                    5  50        No     Travel_Rarely
## 571   571          4393                    4  41        No     Travel_Rarely
## 572   572          2693                    0  21       Yes     Travel_Rarely
## 573   573          6834                    7  28        No Travel_Frequently
## 574   574          6799                    8  34        No     Travel_Rarely
## 575   575          6272                    4  26        No     Travel_Rarely
## 576   576          5993                    7  37        No     Travel_Rarely
## 577   577          2858                    0  38        No     Travel_Rarely
## 578   578          3162                    3  44        No        Non-Travel
## 579   579          5042                    8  39        No Travel_Frequently
## 580   580          6623                    0  29        No     Travel_Rarely
## 581   581          3669                    2  25        No     Travel_Rarely
## 582   582         15992                    0  42        No     Travel_Rarely
## 583   583          5811                    0  38        No     Travel_Rarely
## 584   584          4779                    5  28        No     Travel_Rarely
## 585   585          6465                    3  44        No     Travel_Rarely
## 586   586          2741                    7  40        No     Travel_Rarely
## 587   587          5329                    9  38        No        Non-Travel
## 588   588          3407                    3  36       Yes     Travel_Rarely
## 589   589          3629                    2  37        No     Travel_Rarely
## 590   590          4014                    2  35        No     Travel_Rarely
## 591   591          2814                    3  22        No        Non-Travel
## 592   592          4599                   10  34       Yes     Travel_Rarely
## 593   593          2909                    2  28       Yes Travel_Frequently
## 594   594          3211                    4  49        No     Travel_Rarely
## 595   595         10435                   12  40        No     Travel_Rarely
## 596   596          4037                    8  33        No     Travel_Rarely
## 597   597         10903                    8  35        No     Travel_Rarely
## 598   598          3448                    0  40        No     Travel_Rarely
## 599   599          6142                    3  27        No     Travel_Rarely
## 600   600          2293                    0  24       Yes     Travel_Rarely
## 601   601          2033                    0  24        No        Non-Travel
## 602   602          4087                    2  32        No        Non-Travel
## 603   603         11416                    7  30        No     Travel_Rarely
## 604   604          3131                    8  29        No     Travel_Rarely
## 605   605          2760                    2  29       Yes     Travel_Rarely
## 606   606         14814                    3  53        No     Travel_Rarely
## 607   607          5473                    3  59        No Travel_Frequently
## 608   608          5605                    7  38        No     Travel_Rarely
## 609   609          3578                    7  26        No     Travel_Rarely
## 610   610          2342                    2  33        No        Non-Travel
## 611   611          5363                    0  35        No     Travel_Rarely
## 612   612          6811                    7  41        No        Non-Travel
## 613   613          2707                    7  33       Yes     Travel_Rarely
## 614   614          2121                    0  19       Yes     Travel_Rarely
## 615   615          7264                    7  30        No     Travel_Rarely
## 616   616          3986                   13  34        No     Travel_Rarely
## 617   617          3838                    2  33        No     Travel_Rarely
## 618   618          5454                    3  44        No     Travel_Rarely
## 619   619          9991                    7  39        No     Travel_Rarely
## 620   620          1281                    0  35        No        Non-Travel
## 621   621          2926                    0  20       Yes Travel_Frequently
## 622   622          5067                    7  47        No Travel_Frequently
## 623   623          3280                    3  34        No     Travel_Rarely
## 624   624          8837                    7  35        No     Travel_Rarely
## 625   625          2561                    0  28       Yes Travel_Frequently
## 626   626          2517                    3  27        No     Travel_Rarely
## 627   627          4162                    3  24        No     Travel_Rarely
## 628   628         11510                    9  38        No     Travel_Rarely
## 629   629         10976                    2  55        No Travel_Frequently
## 630   630          8621                    7  34        No     Travel_Rarely
## 631   631          2662                    4  55        No     Travel_Rarely
## 632   632          9888                    1  34        No     Travel_Rarely
## 633   633          6861                    0  38        No     Travel_Rarely
## 634   634          2835                    0  36        No     Travel_Rarely
## 635   635          9985                    0  43        No     Travel_Rarely
## 636   636          2376                    2  35        No Travel_Frequently
## 637   637         17665                    7  42        No     Travel_Rarely
## 638   638          8628                    1  34        No     Travel_Rarely
## 639   639          2725                    4  24        No     Travel_Rarely
## 640   640          3041                    2  27       Yes     Travel_Rarely
## 641   641          2693                    0  30        No     Travel_Rarely
## 642   642          4448                    7  40        No     Travel_Rarely
## 643   643         16756                    2  55        No        Non-Travel
## 644   644          2307                    0  34       Yes        Non-Travel
## 645   645          2107                    0  41       Yes        Non-Travel
## 646   646         10855                   11  40        No     Travel_Rarely
## 647   647          1904                    0  18       Yes        Non-Travel
## 648   648          2305                    2  26        No     Travel_Rarely
## 649   649          4312                    8  35        No     Travel_Rarely
## 650   650          2166                    3  40       Yes     Travel_Rarely
## 651   651          2450                    2  35        No     Travel_Rarely
## 652   652          5220                    9  60        No     Travel_Rarely
## 653   653         13499                   13  40        No Travel_Frequently
## 654   654         12504                    0  48        No     Travel_Rarely
## 655   655          3894                    2  22       Yes Travel_Frequently
## 656   656          4741                    3  26        No Travel_Frequently
## 657   657         12490                    7  51        No     Travel_Rarely
## 658   658         16032                   12  54        No Travel_Frequently
## 659   659          6032                    2  41        No     Travel_Rarely
## 660   660          6499                    3  36        No Travel_Frequently
## 661   661          5309                    7  32        No Travel_Frequently
## 662   662          2768                    7  34        No     Travel_Rarely
## 663   663         10368                    3  46        No     Travel_Rarely
## 664   664          3917                    2  35        No     Travel_Rarely
## 665   665          4568                    7  34        No        Non-Travel
## 666   666          6294                    2  29        No Travel_Frequently
## 667   667          7918                    1  29        No Travel_Frequently
## 668   668          3408                    3  33       Yes     Travel_Rarely
## 669   669          4883                    1  32       Yes     Travel_Rarely
## 670   670         17779                    9  54        No     Travel_Rarely
## 671   671         13664                    2  37        No     Travel_Rarely
## 672   672          5505                    4  33        No     Travel_Rarely
## 673   673          4898                    3  28        No Travel_Frequently
## 674   674          2022                    8  35       Yes Travel_Frequently
## 675   675          3517                    2  27        No     Travel_Rarely
## 676   676         18789                    8  46        No     Travel_Rarely
## 677   677          5228                    5  36        No     Travel_Rarely
## 678   678          6323                    4  40        No Travel_Frequently
## 679   679          5131                    2  36        No Travel_Frequently
## 680   680          2329                    2  31        No     Travel_Rarely
## 681   681          4256                    3  25        No     Travel_Rarely
## 682   682          2258                    2  43        No Travel_Frequently
## 683   683          5347                    2  36        No     Travel_Rarely
## 684   684          9439                    4  57        No     Travel_Rarely
## 685   685          2713                    2  28        No     Travel_Rarely
## 686   686         10648                    8  31        No     Travel_Rarely
## 687   687          7553                    7  29       Yes Travel_Frequently
## 688   688          2622                    1  33        No     Travel_Rarely
## 689   689          1102                    0  19       Yes     Travel_Rarely
## 690   690          2592                    8  38        No        Non-Travel
## 691   691          6077                    2  38        No Travel_Frequently
## 692   692         11849                    9  47       Yes        Non-Travel
## 693   693          6781                    0  42        No     Travel_Rarely
## 694   694          2285                    0  30       Yes Travel_Frequently
## 695   695          9525                    3  37        No Travel_Frequently
## 696   696          3294                    2  47        No     Travel_Rarely
## 697   697         15202                    2  48        No Travel_Frequently
## 698   698          5914                    7  36        No     Travel_Rarely
## 699   699          1569                    0  18       Yes Travel_Frequently
## 700   700         19081                    3  46        No     Travel_Rarely
## 701   701          2804                    0  29        No     Travel_Rarely
## 702   702          5714                    3  34        No     Travel_Rarely
## 703   703         10377                   12  35        No        Non-Travel
## 704   704          2148                    4  26       Yes     Travel_Rarely
## 705   705          2267                    2  59        No     Travel_Rarely
## 706   706          6230                   10  41        No        Non-Travel
## 707   707          6854                    7  54        No     Travel_Rarely
## 708   708          2109                    2  31        No     Travel_Rarely
## 709   709          3702                    4  38        No     Travel_Rarely
## 710   710         17924                    7  50        No        Non-Travel
## 711   711         11916                    8  30        No     Travel_Rarely
## 712   712         14118                    0  57        No     Travel_Rarely
## 713   713          2559                    0  48        No     Travel_Rarely
## 714   714          9699                   12  36        No Travel_Frequently
## 715   715          7587                    9  36        No        Non-Travel
## 716   716          1555                    0  24       Yes     Travel_Rarely
## 717   717          6578                    4  30        No     Travel_Rarely
## 718   718          3660                    7  28        No     Travel_Rarely
## 719   719          4581                    7  35       Yes Travel_Frequently
## 720   720          7655                    7  28        No     Travel_Rarely
## 721   721          9434                    8  37        No     Travel_Rarely
## 722   722          5768                    2  37        No     Travel_Rarely
## 723   723          2996                    3  34        No Travel_Frequently
## 724   724          8858                    8  36        No     Travel_Rarely
## 725   725          3968                    0  42        No     Travel_Rarely
## 726   726          4898                    2  25        No     Travel_Rarely
## 727   727          2973                    0  37        No Travel_Frequently
## 728   728          3815                    0  34        No Travel_Frequently
## 729   729          2340                    0  26       Yes     Travel_Rarely
## 730   730          2523                    1  22        No     Travel_Rarely
## 731   731          4765                    0  43        No     Travel_Rarely
## 732   732          5238                    0  39       Yes     Travel_Rarely
## 733   733          2863                    0  27       Yes Travel_Frequently
## 734   734          4707                    2  32       Yes        Non-Travel
## 735   735          2972                    0  34        No     Travel_Rarely
## 736   736          6500                    7  27        No     Travel_Rarely
## 737   737         12031                    6  39        No     Travel_Rarely
## 738   738          5171                    5  59        No     Travel_Rarely
## 739   739          4601                    0  35        No     Travel_Rarely
## 740   740          3681                    2  35        No     Travel_Rarely
## 741   741          8639                    2  25        No     Travel_Rarely
## 742   742         11557                    1  31        No     Travel_Rarely
## 743   743          4285                    7  37        No     Travel_Rarely
## 744   744          3295                    2  23        No     Travel_Rarely
## 745   745          4907                    4  25        No     Travel_Rarely
## 746   746          2296                    0  24        No     Travel_Rarely
## 747   747          2335                    0  29       Yes     Travel_Rarely
## 748   748          5343                    9  34        No Travel_Frequently
## 749   749          3907                    2  24        No     Travel_Rarely
## 750   750          2500                    2  33        No     Travel_Rarely
## 751   751          2323                    2  20       Yes Travel_Frequently
## 752   752          2302                    2  31       Yes Travel_Frequently
## 753   753         11245                   13  50        No Travel_Frequently
## 754   754          7314                    7  46       Yes     Travel_Rarely
## 755   755         13549                    3  54        No     Travel_Rarely
## 756   756          3708                    4  44        No        Non-Travel
## 757   757          4014                    7  35        No     Travel_Rarely
## 758   758          6651                    2  49        No     Travel_Rarely
## 759   759          3306                    0  38        No     Travel_Rarely
## 760   760         18824                   11  45       Yes     Travel_Rarely
## 761   761          2404                    0  29       Yes     Travel_Rarely
## 762   762         16752                    0  47        No     Travel_Rarely
## 763   763          6151                    9  41        No        Non-Travel
## 764   764          6347                   13  50        No        Non-Travel
## 765   765          3737                    2  34        No     Travel_Rarely
## 766   766          5769                    4  45        No     Travel_Rarely
## 767   767          3376                    8  41        No     Travel_Rarely
## 768   768         10932                    1  40        No        Non-Travel
## 769   769          7379                    4  46        No     Travel_Rarely
## 770   770          5593                   12  45        No        Non-Travel
## 771   771          4682                    1  33        No Travel_Frequently
## 772   772         10453                    7  46        No     Travel_Rarely
## 773   773         10938                    8  39        No Travel_Frequently
## 774   774          3388                    0  36       Yes     Travel_Rarely
## 775   775         10124                    9  42        No Travel_Frequently
## 776   776          3505                    2  23        No     Travel_Rarely
## 777   777          2064                    3  30        No     Travel_Rarely
## 778   778          2827                    0  32        No        Non-Travel
## 779   779          2570                    7  26        No        Non-Travel
## 780   780          4787                    2  29       Yes     Travel_Rarely
## 781   781          3140                    2  41       Yes     Travel_Rarely
## 782   782          4553                   10  39        No     Travel_Rarely
## 783   783          2277                    3  33        No     Travel_Rarely
## 784   784          4539                    1  33        No Travel_Frequently
## 785   785          4978                    0  47        No        Non-Travel
## 786   786         16422                    0  31        No     Travel_Rarely
## 787   787         13116                    2  51        No     Travel_Rarely
## 788   788          4941                    7  52       Yes     Travel_Rarely
## 789   789         19038                    0  55        No     Travel_Rarely
## 790   790          2096                    1  25        No     Travel_Rarely
## 791   791          4789                    2  49        No     Travel_Rarely
## 792   792          2311                    2  34        No     Travel_Rarely
## 793   793          7756                    2  38        No     Travel_Rarely
## 794   794         10096                    8  36        No     Travel_Rarely
## 795   795          6804                    7  49        No        Non-Travel
## 796   796          3348                    7  33       Yes Travel_Frequently
## 797   797         13496                   10  45        No     Travel_Rarely
## 798   798          2398                    0  22       Yes     Travel_Rarely
## 799   799          1859                    0  19       Yes        Non-Travel
## 800   800          6842                    4  36        No     Travel_Rarely
## 801   801          5376                    3  33        No Travel_Frequently
## 802   802          6582                    5  31        No     Travel_Rarely
## 803   803         17068                   10  39        No     Travel_Rarely
## 804   804          9582                    7  35       Yes     Travel_Rarely
## 805   805          2042                    2  44        No        Non-Travel
## 806   806          8321                    7  36        No     Travel_Rarely
## 807   807          6232                    2  25        No     Travel_Rarely
## 808   808          2323                    2  22        No     Travel_Rarely
## 809   809          2862                    8  30        No     Travel_Rarely
## 810   810          3058                    1  27        No     Travel_Rarely
## 811   811          3072                   10  30        No        Non-Travel
## 812   812          3229                    2  25        No     Travel_Rarely
## 813   813          4260                    3  24        No     Travel_Rarely
## 814   814         19658                    0  47        No     Travel_Rarely
## 815   815          2899                    2  38        No     Travel_Rarely
## 816   816          2781                   10  33        No     Travel_Rarely
## 817   817          6877                    0  30        No     Travel_Rarely
## 818   818         11691                    7  33        No     Travel_Rarely
## 819   819          2720                    2  30        No     Travel_Rarely
## 820   820          9854                    2  28       Yes     Travel_Rarely
## 821   821          3312                    2  32        No     Travel_Rarely
## 822   822          6931                    2  29        No     Travel_Rarely
## 823   823          6712                    7  34        No     Travel_Rarely
## 824   824          2610                    2  31       Yes Travel_Frequently
## 825   825          4663                    1  36        No     Travel_Rarely
## 826   826         19627                    2  46        No     Travel_Rarely
## 827   827          8161                    0  31       Yes     Travel_Rarely
## 828   828          4538                    2  34        No     Travel_Rarely
## 829   829          2468                    5  38        No Travel_Frequently
## 830   830         18200                    7  50        No Travel_Frequently
## 831   831          3633                    8  45        No        Non-Travel
## 832   832          1675                    0  19       Yes     Travel_Rarely
## 833   833          3196                    3  28        No     Travel_Rarely
## 834   834          2552                    0  19        No     Travel_Rarely
## 835   835         13577                    0  55        No        Non-Travel
## 836   836          8834                    7  37        No        Non-Travel
## 837   837          2996                    3  37        No     Travel_Rarely
## 838   838          5337                    7  34        No     Travel_Rarely
## 839   839         10333                   10  47        No     Travel_Rarely
## 840   840         19665                    9  48        No     Travel_Rarely
## 841   841          1420                    0  18       Yes     Travel_Rarely
## 842   842          7988                    9  29        No     Travel_Rarely
## 843   843         13826                    0  52        No Travel_Frequently
## 844   844          8500                    6  34        No     Travel_Rarely
## 845   845          6029                    2  34        No     Travel_Rarely
## 846   846          4558                    8  28        No     Travel_Rarely
## 847   847          1483                    0  19        No     Travel_Rarely
## 848   848          9613                    7  39        No     Travel_Rarely
## 849   849          6380                    0  40       Yes     Travel_Rarely
## 850   850          2544                    7  26        No Travel_Frequently
## 851   851          4559                    2  31       Yes     Travel_Rarely
## 852   852          2206                    8  30        No     Travel_Rarely
## 853   853          4193                    8  29        No     Travel_Rarely
## 854   854          5661                    7  28        No     Travel_Rarely
## 855   855          4788                    2  35        No     Travel_Rarely
## 856   856          2404                    0  35        No     Travel_Rarely
## 857   857          2657                    4  30       Yes     Travel_Rarely
## 858   858          8943                    9  31        No Travel_Frequently
## 859   859          2238                    4  41        No     Travel_Rarely
## 860   860          7978                    5  44       Yes     Travel_Rarely
## 861   861          2838                    7  51        No Travel_Frequently
## 862   862         10231                   17  43        No     Travel_Rarely
## 863   863          5304                    4  34       Yes        Non-Travel
## 864   864         13770                   13  47        No Travel_Frequently
## 865   865          9380                    2  45        No     Travel_Rarely
## 866   866          7898                    8  48        No     Travel_Rarely
## 867   867          4465                    2  32        No        Non-Travel
## 868   868          4591                    2  47        No     Travel_Rarely
## 869   869          4477                    2  45        No     Travel_Rarely
## 870   870          4425                    2  35        No Travel_Frequently
## 871   871            NA                    7  43        No Travel_Frequently
## 872   872            NA                    2  33        No     Travel_Rarely
## 873   873            NA                    8  55       Yes     Travel_Rarely
## 874   874            NA                    2  36        No        Non-Travel
## 875   875            NA                    7  27        No     Travel_Rarely
## 876   876            NA                    0  39       Yes     Travel_Rarely
## 877   877            NA                    7  33        No        Non-Travel
## 878   878            NA                    2  21       Yes Travel_Frequently
## 879   879            NA                    9  30        No Travel_Frequently
## 880   880            NA                    3  51        No     Travel_Rarely
## 881   881            NA                    3  46       Yes     Travel_Rarely
## 882   882            NA                    3  40        No     Travel_Rarely
## 883   883            NA                    2  29        No     Travel_Rarely
## 884   884            NA                    1  27        No Travel_Frequently
## 885   885            NA                    0  29        No     Travel_Rarely
## 886   886            NA                    2  22       Yes     Travel_Rarely
## 887   887            NA                    6  29        No     Travel_Rarely
## 888   888            NA                    0  34        No     Travel_Rarely
## 889   889            NA                    7  31        No     Travel_Rarely
## 890   890            NA                    4  35        No     Travel_Rarely
## 891   891            NA                    8  40        No     Travel_Rarely
## 892   892            NA                    3  30        No     Travel_Rarely
## 893   893            NA                    7  46       Yes     Travel_Rarely
## 894   894            NA                    4  27        No Travel_Frequently
## 895   895            NA                    7  49        No     Travel_Rarely
## 896   896            NA                    7  46        No     Travel_Rarely
## 897   897            NA                    0  33       Yes     Travel_Rarely
## 898   898            NA                   10  42        No        Non-Travel
## 899   899            NA                    6  34        No     Travel_Rarely
## 900   900            NA                    2  36        No     Travel_Rarely
## 901   901            NA                    2  27        No     Travel_Rarely
## 902   902            NA                    0  44        No Travel_Frequently
## 903   903            NA                    7  48        No     Travel_Rarely
## 904   904            NA                    0  40        No     Travel_Rarely
## 905   905            NA                    1  45        No     Travel_Rarely
## 906   906            NA                    2  33        No Travel_Frequently
## 907   907            NA                    5  46        No Travel_Frequently
## 908   908            NA                    4  37        No     Travel_Rarely
## 909   909            NA                    2  28       Yes     Travel_Rarely
## 910   910            NA                    0  32        No     Travel_Rarely
## 911   911            NA                    7  43        No     Travel_Rarely
## 912   912            NA                    2  38        No Travel_Frequently
## 913   913            NA                    2  40        No     Travel_Rarely
## 914   914            NA                    8  34        No     Travel_Rarely
## 915   915            NA                    1  41        No     Travel_Rarely
## 916   916            NA                    2  23        No     Travel_Rarely
## 917   917            NA                    2  28        No     Travel_Rarely
## 918   918            NA                    2  26        No     Travel_Rarely
## 919   919            NA                    0  28        No     Travel_Rarely
## 920   920            NA                    0  59        No     Travel_Rarely
## 921   921            NA                    2  30        No     Travel_Rarely
## 922   922            NA                    1  35        No     Travel_Rarely
## 923   923            NA                    0  36       Yes     Travel_Rarely
## 924   924            NA                    3  42        No        Non-Travel
## 925   925            NA                    7  54        No     Travel_Rarely
## 926   926            NA                    7  40        No     Travel_Rarely
## 927   927            NA                    8  32        No     Travel_Rarely
## 928   928            NA                   11  38        No     Travel_Rarely
## 929   929            NA                    0  22        No        Non-Travel
## 930   930            NA                    6  32        No Travel_Frequently
## 931   931            NA                    7  34        No        Non-Travel
## 932   932            NA                    7  32        No     Travel_Rarely
## 933   933            NA                    7  41        No     Travel_Rarely
## 934   934            NA                    0  58       Yes Travel_Frequently
## 935   935            NA                    0  20       Yes     Travel_Rarely
## 936   936            NA                    0  24       Yes Travel_Frequently
## 937   937            NA                    3  46        No     Travel_Rarely
## 938   938            NA                    3  51       Yes Travel_Frequently
## 939   939            NA                    7  39        No     Travel_Rarely
## 940   940            NA                    0  28        No     Travel_Rarely
## 941   941            NA                    0  40       Yes     Travel_Rarely
## 942   942            NA                    6  39        No     Travel_Rarely
## 943   943            NA                    9  59        No     Travel_Rarely
## 944   944            NA                    2  27        No     Travel_Rarely
## 945   945            NA                    0  18        No     Travel_Rarely
## 946   946            NA                    3  29        No Travel_Frequently
## 947   947            NA                    0  21       Yes     Travel_Rarely
## 948   948            NA                    2  26        No     Travel_Rarely
## 949   949            NA                    0  26       Yes Travel_Frequently
## 950   950            NA                    3  47       Yes Travel_Frequently
## 951   951            NA                    3  42        No        Non-Travel
## 952   952            NA                    5  40        No     Travel_Rarely
## 953   953            NA                    1  37        No     Travel_Rarely
## 954   954            NA                    2  27        No Travel_Frequently
## 955   955            NA                    3  39        No        Non-Travel
## 956   956            NA                    3  45        No     Travel_Rarely
## 957   957            NA                    2  56        No     Travel_Rarely
## 958   958            NA                    7  32        No        Non-Travel
## 959   959            NA                    2  41        No     Travel_Rarely
## 960   960            NA                    8  58       Yes     Travel_Rarely
## 961   961            NA                    5  29        No     Travel_Rarely
## 962   962            NA                    7  40        No     Travel_Rarely
## 963   963            NA                    2  38        No Travel_Frequently
## 964   964            NA                    6  39        No     Travel_Rarely
## 965   965            NA                    1  25        No     Travel_Rarely
## 966   966            NA                    8  50        No     Travel_Rarely
## 967   967            NA                    4  29        No     Travel_Rarely
## 968   968            NA                    0  36        No     Travel_Rarely
## 969   969            NA                    2  50        No Travel_Frequently
## 970   970            NA                    2  26       Yes     Travel_Rarely
## 971   971            NA                    7  27        No     Travel_Rarely
## 972   972            NA                    5  31        No     Travel_Rarely
## 973   973            NA                    2  28        No Travel_Frequently
## 974   974            NA                    0  20        No     Travel_Rarely
## 975   975            NA                    2  24        No     Travel_Rarely
## 976   976            NA                    1  29       Yes     Travel_Rarely
## 977   977            NA                    2  48        No     Travel_Rarely
## 978   978            NA                    3  39       Yes     Travel_Rarely
## 979   979            NA                   15  35        No     Travel_Rarely
## 980   980            NA                    0  49        No     Travel_Rarely
## 981   981            NA                    2  35        No     Travel_Rarely
## 982   982            NA                    2  46        No     Travel_Rarely
## 983   983            NA                    2  52        No     Travel_Rarely
## 984   984            NA                    0  26        No     Travel_Rarely
## 985   985            NA                    0  36        No     Travel_Rarely
## 986   986            NA                    3  32       Yes Travel_Frequently
## 987   987            NA                    0  22       Yes Travel_Frequently
## 988   988            NA                    3  32        No     Travel_Rarely
## 989   989            NA                    8  39        No Travel_Frequently
## 990   990            NA                    2  31        No     Travel_Rarely
## 991   991            NA                    4  39        No     Travel_Rarely
## 992   992            NA                    4  24        No     Travel_Rarely
## 993   993            NA                    7  30        No     Travel_Rarely
## 994   994            NA                    0  40        No Travel_Frequently
## 995   995            NA                    3  38        No        Non-Travel
## 996   996            NA                   10  34        No     Travel_Rarely
## 997   997            NA                    2  38        No Travel_Frequently
## 998   998            NA                    7  54        No     Travel_Rarely
## 999   999            NA                    8  35        No     Travel_Rarely
## 1000 1000            NA                    1  32       Yes     Travel_Rarely
## 1001 1001            NA                    2  46        No     Travel_Rarely
## 1002 1002            NA                    0  47        No Travel_Frequently
## 1003 1003            NA                    6  32        No     Travel_Rarely
## 1004 1004            NA                    4  47        No     Travel_Rarely
## 1005 1005            NA                    6  48        No     Travel_Rarely
## 1006 1006            NA                    1  34        No     Travel_Rarely
## 1007 1007            NA                    2  20        No     Travel_Rarely
## 1008 1008            NA                    2  38        No     Travel_Rarely
## 1009 1009            NA                    7  53        No     Travel_Rarely
## 1010 1010            NA                    5  53        No     Travel_Rarely
## 1011 1011            NA                    0  37       Yes Travel_Frequently
## 1012 1012            NA                    0  34        No     Travel_Rarely
## 1013 1013            NA                    9  32        No     Travel_Rarely
## 1014 1014            NA                    7  34       Yes Travel_Frequently
## 1015 1015            NA                    1  30       Yes Travel_Frequently
## 1016 1016            NA                    2  43        No     Travel_Rarely
## 1017 1017            NA                    8  42        No     Travel_Rarely
## 1018 1018            NA                    6  35        No     Travel_Rarely
## 1019 1019            NA                    4  30        No     Travel_Rarely
## 1020 1020            NA                    0  18        No        Non-Travel
## 1021 1021            NA                    7  45        No     Travel_Rarely
## 1022 1022            NA                    0  36        No        Non-Travel
## 1023 1023            NA                    2  39        No     Travel_Rarely
## 1024 1024            NA                    4  45        No        Non-Travel
## 1025 1025            NA                    7  41        No Travel_Frequently
## 1026 1026            NA                    3  39        No        Non-Travel
## 1027 1027            NA                    0  31        No     Travel_Rarely
## 1028 1028            NA                    3  25        No     Travel_Rarely
## 1029 1029            NA                    0  24       Yes     Travel_Rarely
## 1030 1030            NA                    6  44       Yes     Travel_Rarely
## 1031 1031            NA                    2  32        No     Travel_Rarely
## 1032 1032            NA                    8  43        No     Travel_Rarely
## 1033 1033            NA                    8  27        No     Travel_Rarely
## 1034 1034            NA                    0  26        No     Travel_Rarely
## 1035 1035            NA                    7  40        No        Non-Travel
## 1036 1036            NA                    1  20       Yes     Travel_Rarely
## 1037 1037            NA                    4  25        No     Travel_Rarely
## 1038 1038            NA                    1  54        No     Travel_Rarely
## 1039 1039            NA                    2  39        No     Travel_Rarely
## 1040 1040            NA                    1  29        No     Travel_Rarely
## 1041 1041            NA                    4  31       Yes Travel_Frequently
## 1042 1042            NA                    2  33        No     Travel_Rarely
## 1043 1043            NA                    4  36        No     Travel_Rarely
## 1044 1044            NA                   11  36        No     Travel_Rarely
## 1045 1045            NA                    4  28        No        Non-Travel
## 1046 1046            NA                    0  28       Yes Travel_Frequently
## 1047 1047            NA                    4  38       Yes     Travel_Rarely
## 1048 1048            NA                    8  33        No Travel_Frequently
## 1049 1049            NA                    7  27       Yes     Travel_Rarely
## 1050 1050            NA                    2  35       Yes     Travel_Rarely
## 1051 1051            NA                    9  53       Yes     Travel_Rarely
## 1052 1052            NA                    7  36        No Travel_Frequently
## 1053 1053            NA                    2  43        No     Travel_Rarely
## 1054 1054            NA                    2  28        No     Travel_Rarely
## 1055 1055            NA                    2  27        No Travel_Frequently
## 1056 1056            NA                    2  25       Yes     Travel_Rarely
## 1057 1057            NA                    0  27        No Travel_Frequently
## 1058 1058            NA                    9  43        No     Travel_Rarely
## 1059 1059            NA                    7  37        No     Travel_Rarely
## 1060 1060            NA                    4  28        No     Travel_Rarely
## 1061 1061            NA                    8  57        No     Travel_Rarely
## 1062 1062            NA                    2  34        No Travel_Frequently
## 1063 1063            NA                    7  33        No Travel_Frequently
## 1064 1064            NA                    2  23       Yes     Travel_Rarely
## 1065 1065            NA                    2  58        No        Non-Travel
## 1066 1066            NA                    2  23        No     Travel_Rarely
## 1067 1067            NA                    2  40        No     Travel_Rarely
## 1068 1068            NA                   10  60        No     Travel_Rarely
## 1069 1069            NA                    3  33        No Travel_Frequently
## 1070 1070            NA                    2  50        No     Travel_Rarely
## 1071 1071            NA                    0  27        No     Travel_Rarely
## 1072 1072            NA                   12  31        No     Travel_Rarely
## 1073 1073            NA                    2  20        No     Travel_Rarely
## 1074 1074            NA                    7  30        No     Travel_Rarely
## 1075 1075            NA                    0  56        No     Travel_Rarely
## 1076 1076            NA                    9  46        No     Travel_Rarely
## 1077 1077            NA                    8  53        No     Travel_Rarely
## 1078 1078            NA                    2  31        No     Travel_Rarely
## 1079 1079            NA                    7  36        No     Travel_Rarely
## 1080 1080            NA                    2  42        No Travel_Frequently
## 1081 1081            NA                    2  40        No     Travel_Rarely
## 1082 1082            NA                    1  35        No     Travel_Rarely
## 1083 1083            NA                    0  23       Yes Travel_Frequently
## 1084 1084            NA                    9  35        No     Travel_Rarely
## 1085 1085            NA                    8  38        No Travel_Frequently
## 1086 1086            NA                   12  40        No Travel_Frequently
## 1087 1087            NA                    2  31        No     Travel_Rarely
## 1088 1088            NA                    1  38        No     Travel_Rarely
## 1089 1089            NA                    3  31        No     Travel_Rarely
## 1090 1090            NA                    4  27        No     Travel_Rarely
## 1091 1091            NA                    7  29        No     Travel_Rarely
## 1092 1092            NA                   11  36        No        Non-Travel
## 1093 1093            NA                    7  37        No Travel_Frequently
## 1094 1094            NA                    3  40        No     Travel_Rarely
## 1095 1095            NA                    5  25        No        Non-Travel
## 1096 1096            NA                    3  37        No     Travel_Rarely
## 1097 1097            NA                    2  37        No     Travel_Rarely
## 1098 1098            NA                    2  30       Yes Travel_Frequently
## 1099 1099            NA                    7  32        No     Travel_Rarely
## 1100 1100            NA                    8  37       Yes     Travel_Rarely
## 1101 1101            NA                    9  40        No     Travel_Rarely
## 1102 1102            NA                    3  40        No     Travel_Rarely
## 1103 1103            NA                    5  38        No        Non-Travel
## 1104 1104            NA                    4  53        No     Travel_Rarely
## 1105 1105            NA                    1  36        No     Travel_Rarely
## 1106 1106            NA                    1  29        No Travel_Frequently
## 1107 1107            NA                    8  27        No     Travel_Rarely
## 1108 1108            NA                    2  44        No     Travel_Rarely
## 1109 1109            NA                    7  27        No Travel_Frequently
## 1110 1110            NA                    4  35        No     Travel_Rarely
## 1111 1111            NA                    9  35        No        Non-Travel
## 1112 1112            NA                    4  59        No     Travel_Rarely
## 1113 1113            NA                    7  33       Yes     Travel_Rarely
## 1114 1114            NA                    3  50       Yes Travel_Frequently
## 1115 1115            NA                   11  47        No     Travel_Rarely
## 1116 1116            NA                    3  27        No Travel_Frequently
## 1117 1117            NA                    1  37        No     Travel_Rarely
## 1118 1118            NA                    5  28        No        Non-Travel
## 1119 1119            NA                    4  58        No     Travel_Rarely
## 1120 1120            NA                    6  34        No     Travel_Rarely
## 1121 1121            NA                    0  50       Yes     Travel_Rarely
## 1122 1122            NA                    1  48        No        Non-Travel
## 1123 1123            NA                    7  31        No Travel_Frequently
## 1124 1124            NA                    8  45        No        Non-Travel
## 1125 1125            NA                    0  34        No     Travel_Rarely
## 1126 1126            NA                    0  19       Yes Travel_Frequently
## 1127 1127            NA                    2  24       Yes Travel_Frequently
## 1128 1128            NA                    4  52        No     Travel_Rarely
## 1129 1129            NA                    4  41        No     Travel_Rarely
## 1130 1130            NA                    1  22        No     Travel_Rarely
## 1131 1131            NA                    2  31        No Travel_Frequently
## 1132 1132            NA                    2  39        No     Travel_Rarely
## 1133 1133            NA                    2  42        No     Travel_Rarely
## 1134 1134            NA                    3  38        No Travel_Frequently
## 1135 1135            NA                    4  32       Yes     Travel_Rarely
## 1136 1136            NA                    3  26        No     Travel_Rarely
## 1137 1137            NA                    3  37        No     Travel_Rarely
## 1138 1138            NA                    7  41        No Travel_Frequently
## 1139 1139            NA                   13  38        No     Travel_Rarely
## 1140 1140            NA                   11  43        No     Travel_Rarely
## 1141 1141            NA                    8  31        No     Travel_Rarely
## 1142 1142            NA                    2  42        No     Travel_Rarely
## 1143 1143            NA                    8  48        No     Travel_Rarely
## 1144 1144            NA                    2  28        No     Travel_Rarely
## 1145 1145            NA                    2  44        No Travel_Frequently
## 1146 1146            NA                    1  45        No     Travel_Rarely
## 1147 1147            NA                    2  34        No     Travel_Rarely
## 1148 1148            NA                    2  31        No     Travel_Rarely
## 1149 1149            NA                    2  29        No     Travel_Rarely
## 1150 1150            NA                    8  30        No     Travel_Rarely
## 1151 1151            NA                    3  38        No Travel_Frequently
## 1152 1152            NA                    0  27        No Travel_Frequently
## 1153 1153            NA                    3  54        No Travel_Frequently
## 1154 1154            NA                    0  28       Yes     Travel_Rarely
## 1155 1155            NA                   11  49        No     Travel_Rarely
## 1156 1156            NA                    0  51        No     Travel_Rarely
## 1157 1157            NA                    2  29       Yes     Travel_Rarely
## 1158 1158            NA                    0  36        No     Travel_Rarely
## 1159 1159            NA                    2  27        No     Travel_Rarely
## 1160 1160            NA                    1  36        No     Travel_Rarely
## 1161 1161            NA                    2  44       Yes     Travel_Rarely
## 1162 1162            NA                    0  38        No     Travel_Rarely
## 1163 1163            NA                   10  29        No Travel_Frequently
## 1164 1164            NA                    2  37        No     Travel_Rarely
## 1165 1165            NA                    7  26       Yes Travel_Frequently
## 1166 1166            NA                    2  32        No Travel_Frequently
## 1167 1167            NA                    1  40        No     Travel_Rarely
## 1168 1168            NA                    4  30        No     Travel_Rarely
## 1169 1169            NA                    3  27        No     Travel_Rarely
## 1170 1170            NA                    7  37        No     Travel_Rarely
##      DailyRate             Department DistanceFromHome Education
## 1          117                  Sales               13         4
## 2         1308 Research & Development               14         3
## 3          200 Research & Development               18         2
## 4          801                  Sales                1         4
## 5          567 Research & Development                2         1
## 6          294 Research & Development               10         2
## 7         1283 Research & Development                5         5
## 8          309                  Sales               10         4
## 9         1333                  Sales               10         4
## 10         653 Research & Development               10         4
## 11         823 Research & Development                6         3
## 12         280        Human Resources                1         2
## 13         950 Research & Development                7         3
## 14         202                  Sales                2         1
## 15         991        Human Resources                1         2
## 16        1188                  Sales               20         2
## 17         498 Research & Development                3         4
## 18        1144 Research & Development                7         4
## 19         181 Research & Development                2         4
## 20         170 Research & Development                1         4
## 21         913 Research & Development                9         2
## 22         817                  Sales                2         1
## 23        1001 Research & Development                9         5
## 24         715                  Sales                2         4
## 25        1069 Research & Development                1         3
## 26        1099                  Sales                5         3
## 27        1245                  Sales               14         3
## 28         603                  Sales                9         4
## 29        1168                  Sales               24         4
## 30         715 Research & Development               19         4
## 31         689                  Sales                9         2
## 32         267 Research & Development               21         3
## 33         488                  Sales                2         3
## 34         982 Research & Development                1         4
## 35        1373 Research & Development                5         4
## 36        1311 Research & Development                7         3
## 37         737                  Sales               10         3
## 38        1456                  Sales               13         5
## 39         206        Human Resources                8         4
## 40         793                  Sales               20         3
## 41         350                  Sales                2         3
## 42         954                  Sales                2         2
## 43         464 Research & Development               16         3
## 44        1059 Research & Development                9         2
## 45         373 Research & Development                1         2
## 46         748 Research & Development                9         2
## 47         964                  Sales                1         2
## 48         770                  Sales               10         4
## 49        1306                  Sales                5         3
## 50         691 Research & Development                9         3
## 51         362 Research & Development                1         1
## 52        1055 Research & Development                1         3
## 53        1117 Research & Development                2         1
## 54         805 Research & Development                4         2
## 55         746 Research & Development                8         4
## 56         548 Research & Development                9         4
## 57         933 Research & Development               19         3
## 58        1370 Research & Development                3         1
## 59         728 Research & Development                1         4
## 60         599                  Sales               24         1
## 61         530                  Sales                3         1
## 62         325 Research & Development               10         4
## 63        1154                  Sales                2         2
## 64        1431 Research & Development               14         3
## 65         984 Research & Development               17         2
## 66         334 Research & Development                5         2
## 67        1017 Research & Development                6         4
## 68         571 Research & Development               12         2
## 69         664 Research & Development                1         3
## 70        1372 Research & Development                1         3
## 71         642 Research & Development                1         3
## 72         866                  Sales                5         3
## 73         556 Research & Development               23         2
## 74         167 Research & Development               12         4
## 75        1030                  Sales                5         3
## 76         721 Research & Development                1         2
## 77         971                  Sales                1         3
## 78         563                  Sales                1         4
## 79        1052                  Sales                6         3
## 80        1276 Research & Development                2         1
## 81        1141 Research & Development               11         2
## 82        1370 Research & Development               27         4
## 83         508 Research & Development                6         4
## 84        1319 Research & Development                6         3
## 85         429 Research & Development                2         4
## 86         715 Research & Development                2         3
## 87         703                  Sales               14         4
## 88         622 Research & Development               14         4
## 89         994                  Sales                8         3
## 90         705                  Sales                2         4
## 91        1490 Research & Development                2         2
## 92         408                  Sales               23         1
## 93        1373 Research & Development                2         2
## 94         670 Research & Development               10         4
## 95        1452 Research & Development               11         3
## 96         635                  Sales                1         1
## 97         228                  Sales                3         3
## 98        1040 Research & Development                2         2
## 99         410 Research & Development                2         1
## 100        401 Research & Development                1         3
## 101       1377 Research & Development               11         1
## 102        326                  Sales                8         2
## 103       1381                  Sales                4         4
## 104        885 Research & Development                4         3
## 105        447 Research & Development                2         3
## 106       1384 Research & Development                3         4
## 107       1496 Research & Development                1         1
## 108        189        Human Resources               26         4
## 109        261 Research & Development               21         2
## 110        529 Research & Development                2         3
## 111        773 Research & Development                6         3
## 112       1053 Research & Development                1         2
## 113        994 Research & Development                7         4
## 114       1225 Research & Development                2         4
## 115       1361                  Sales               17         4
## 116       1252                  Sales               19         2
## 117       1356                  Sales               10         4
## 118       1378 Research & Development               13         2
## 119        465 Research & Development               14         3
## 120        404 Research & Development                2         4
## 121        427 Research & Development                8         3
## 122        501                  Sales                5         1
## 123        930                  Sales                9         3
## 124        243                  Sales                7         4
## 125        442                  Sales                2         2
## 126       1224                  Sales                7         4
## 127       1125 Research & Development               16         1
## 128        556 Research & Development               25         2
## 129        930 Research & Development                6         3
## 130       1319                  Sales                3         3
## 131        991                  Sales                5         3
## 132       1313                  Sales               11         4
## 133       1368 Research & Development               28         4
## 134        492 Research & Development               12         3
## 135        559 Research & Development               10         4
## 136        791 Research & Development                2         2
## 137        805 Research & Development                1         2
## 138       1441 Research & Development               17         3
## 139       1122 Research & Development                6         3
## 140       1189                  Sales                3         3
## 141       1369 Research & Development               23         3
## 142        848 Research & Development               23         4
## 143        566 Research & Development                7         2
## 144        228                  Sales                6         4
## 145       1202 Research & Development                2         1
## 146        746                  Sales                2         3
## 147        931 Research & Development               14         3
## 148       1242                  Sales                8         4
## 149        477 Research & Development               24         3
## 150        580 Research & Development               27         3
## 151       1365                  Sales               13         4
## 152        929                  Sales               10         3
## 153        906                  Sales                7         3
## 154        447 Research & Development                5         3
## 155        546 Research & Development               10         3
## 156        641                  Sales               25         2
## 157        444                  Sales                2         2
## 158        203 Research & Development                2         3
## 159       1082 Research & Development               27         3
## 160        458 Research & Development               26         5
## 161        852 Research & Development                1         1
## 162       1366 Research & Development               24         2
## 163       1216                  Sales                8         4
## 164        916 Research & Development               17         2
## 165       1232                  Sales               16         3
## 166        500                  Sales                2         3
## 167        301 Research & Development               22         4
## 168        922 Research & Development                1         5
## 169        956 Research & Development                6         2
## 170       1107 Research & Development               28         4
## 171        501                  Sales               27         5
## 172       1169 Research & Development               14         4
## 173       1034 Research & Development               18         1
## 174        536                  Sales               10         5
## 175       1376                  Sales                2         2
## 176        984 Research & Development                1         1
## 177        725 Research & Development                2         3
## 178        342 Research & Development                2         3
## 179        967                  Sales                8         3
## 180        702                  Sales                1         4
## 181        819 Research & Development                2         3
## 182       1009                  Sales                2         2
## 183        957 Research & Development               28         3
## 184       1089 Research & Development                6         3
## 185        443 Research & Development                8         1
## 186       1158 Research & Development                9         3
## 187        772 Research & Development                2         1
## 188       1225                  Sales                2         4
## 189        797 Research & Development                4         1
## 190        120                  Sales                4         3
## 191       1275 Research & Development               28         2
## 192       1125                  Sales                7         4
## 193       1485 Research & Development               18         3
## 194        163                  Sales                2         5
## 195        683 Research & Development                2         1
## 196        833 Research & Development                1         3
## 197        432 Research & Development                9         4
## 198        174                  Sales                8         4
## 199        477 Research & Development                7         4
## 200        823 Research & Development               17         2
## 201       1479                  Sales               24         3
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##        EducationField EnvironmentSatisfaction Gender HourlyRate JobInvolvement
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##      JobLevel                   JobRole JobSatisfaction MaritalStatus
## 1           2           Sales Executive               4      Divorced
## 2           5         Research Director               3        Single
## 3           3    Manufacturing Director               4        Single
## 4           3           Sales Executive               4       Married
## 5           1        Research Scientist               4        Single
## 6           3    Manufacturing Director               1      Divorced
## 7           1        Research Scientist               3       Married
## 8           2           Sales Executive               4      Divorced
## 9           1      Sales Representative               3       Married
## 10          2 Healthcare Representative               3       Married
## 11          5                   Manager               3       Married
## 12          1           Human Resources               4      Divorced
## 13          3    Manufacturing Director               3        Single
## 14          1      Sales Representative               2       Married
## 15          1           Human Resources               1        Single
## 16          2           Sales Executive               3       Married
## 17          2    Manufacturing Director               1       Married
## 18          2    Manufacturing Director               3       Married
## 19          1        Research Scientist               4       Married
## 20          2 Healthcare Representative               1       Married
## 21          2    Manufacturing Director               2      Divorced
## 22          2           Sales Executive               2       Married
## 23          2     Laboratory Technician               3      Divorced
## 24          2           Sales Executive               1        Single
## 25          2 Healthcare Representative               4        Single
## 26          5                   Manager               2       Married
## 27          2           Sales Executive               2       Married
## 28          2           Sales Executive               1        Single
## 29          3           Sales Executive               1        Single
## 30          1        Research Scientist               4       Married
## 31          2           Sales Executive               4      Divorced
## 32          1     Laboratory Technician               2       Married
## 33          4                   Manager               2       Married
## 34          1     Laboratory Technician               3       Married
## 35          2    Manufacturing Director               4        Single
## 36          1     Laboratory Technician               2       Married
## 37          3           Sales Executive               1       Married
## 38          2           Sales Executive               1      Divorced
## 39          5                   Manager               2        Single
## 40          1      Sales Representative               4       Married
## 41          4                   Manager               2      Divorced
## 42          2      Sales Representative               3        Single
## 43          1     Laboratory Technician               1      Divorced
## 44          5                   Manager               4        Single
## 45          1        Research Scientist               3       Married
## 46          1     Laboratory Technician               4        Single
## 47          2           Sales Executive               2        Single
## 48          3           Sales Executive               3      Divorced
## 49          1      Sales Representative               2        Single
## 50          1        Research Scientist               2      Divorced
## 51          1        Research Scientist               1        Single
## 52          5         Research Director               1       Married
## 53          1        Research Scientist               4       Married
## 54          2     Laboratory Technician               2       Married
## 55          2    Manufacturing Director               4        Single
## 56          1     Laboratory Technician               1      Divorced
## 57          1        Research Scientist               3      Divorced
## 58          1     Laboratory Technician               1        Single
## 59          3         Research Director               4      Divorced
## 60          1      Sales Representative               4        Single
## 61          3           Sales Executive               4       Married
## 62          3 Healthcare Representative               3       Married
## 63          1      Sales Representative               3       Married
## 64          1        Research Scientist               3        Single
## 65          1     Laboratory Technician               2       Married
## 66          1        Research Scientist               2      Divorced
## 67          2        Research Scientist               4        Single
## 68          1     Laboratory Technician               4        Single
## 69          1        Research Scientist               1       Married
## 70          1        Research Scientist               4        Single
## 71          1        Research Scientist               4       Married
## 72          2           Sales Executive               1        Single
## 73          2    Manufacturing Director               3       Married
## 74          1     Laboratory Technician               4       Married
## 75          3           Sales Executive               2        Single
## 76          2     Laboratory Technician               4        Single
## 77          3           Sales Executive               3       Married
## 78          4                   Manager               1        Single
## 79          3           Sales Executive               4        Single
## 80          1     Laboratory Technician               4      Divorced
## 81          2 Healthcare Representative               2       Married
## 82          2    Manufacturing Director               3       Married
## 83          2    Manufacturing Director               3       Married
## 84          2        Research Scientist               1      Divorced
## 85          2    Manufacturing Director               2        Single
## 86          4    Manufacturing Director               4        Single
## 87          2           Sales Executive               1        Single
## 88          1     Laboratory Technician               2      Divorced
## 89          3           Sales Executive               3        Single
## 90          5                   Manager               1        Single
## 91          1     Laboratory Technician               4       Married
## 92          3           Sales Executive               1       Married
## 93          1     Laboratory Technician               3        Single
## 94          2 Healthcare Representative               3        Single
## 95          5                   Manager               2        Single
## 96          2           Sales Executive               3       Married
## 97          4                   Manager               2       Married
## 98          2 Healthcare Representative               4      Divorced
## 99          1     Laboratory Technician               2       Married
## 100         1     Laboratory Technician               2       Married
## 101         1     Laboratory Technician               1       Married
## 102         3           Sales Executive               4      Divorced
## 103         2           Sales Executive               3       Married
## 104         1        Research Scientist               1       Married
## 105         4         Research Director               2        Single
## 106         1     Laboratory Technician               4       Married
## 107         2    Manufacturing Director               3       Married
## 108         5                   Manager               2       Married
## 109         2 Healthcare Representative               2       Married
## 110         1        Research Scientist               1        Single
## 111         1        Research Scientist               3      Divorced
## 112         4                   Manager               4       Married
## 113         3 Healthcare Representative               2        Single
## 114         2 Healthcare Representative               1      Divorced
## 115         2           Sales Executive               1       Married
## 116         3           Sales Executive               2        Single
## 117         2           Sales Executive               4        Single
## 118         2     Laboratory Technician               2       Married
## 119         1        Research Scientist               3      Divorced
## 120         2 Healthcare Representative               4        Single
## 121         3         Research Director               1       Married
## 122         1      Sales Representative               1        Single
## 123         3           Sales Executive               1      Divorced
## 124         2           Sales Executive               4        Single
## 125         2           Sales Executive               4        Single
## 126         2           Sales Executive               4       Married
## 127         1        Research Scientist               1        Single
## 128         2    Manufacturing Director               4       Married
## 129         2        Research Scientist               3        Single
## 130         4           Sales Executive               1      Divorced
## 131         2           Sales Executive               2      Divorced
## 132         2           Sales Executive               4        Single
## 133         2 Healthcare Representative               4       Married
## 134         2    Manufacturing Director               2       Married
## 135         2     Laboratory Technician               3      Divorced
## 136         2 Healthcare Representative               2       Married
## 137         1     Laboratory Technician               1       Married
## 138         3    Manufacturing Director               3       Married
## 139         1     Laboratory Technician               1       Married
## 140         3           Sales Executive               4        Single
## 141         4    Manufacturing Director               2       Married
## 142         1        Research Scientist               3      Divorced
## 143         3    Manufacturing Director               3      Divorced
## 144         2           Sales Executive               4       Married
## 145         2 Healthcare Representative               3      Divorced
## 146         2           Sales Executive               3       Married
## 147         1        Research Scientist               2       Married
## 148         2           Sales Executive               1       Married
## 149         1     Laboratory Technician               2        Single
## 150         2    Manufacturing Director               1      Divorced
## 151         2           Sales Executive               1      Divorced
## 152         2           Sales Executive               4        Single
## 153         2           Sales Executive               3       Married
## 154         2 Healthcare Representative               2        Single
## 155         1     Laboratory Technician               2      Divorced
## 156         2           Sales Executive               3       Married
## 157         2           Sales Executive               2       Married
## 158         4 Healthcare Representative               4      Divorced
## 159         3    Manufacturing Director               1       Married
## 160         3         Research Director               1       Married
## 161         2     Laboratory Technician               4       Married
## 162         3 Healthcare Representative               1        Single
## 163         2           Sales Executive               3      Divorced
## 164         2        Research Scientist               1        Single
## 165         3           Sales Executive               2       Married
## 166         1      Sales Representative               3        Single
## 167         4         Research Director               2       Married
## 168         4         Research Director               3      Divorced
## 169         2        Research Scientist               1      Divorced
## 170         1        Research Scientist               4      Divorced
## 171         2           Sales Executive               4      Divorced
## 172         2        Research Scientist               2       Married
## 173         3 Healthcare Representative               3       Married
## 174         3           Sales Executive               3      Divorced
## 175         4                   Manager               3      Divorced
## 176         1        Research Scientist               2        Single
## 177         5                   Manager               1       Married
## 178         1        Research Scientist               1       Married
## 179         3           Sales Executive               4        Single
## 180         2           Sales Executive               4        Single
## 181         3    Manufacturing Director               2      Divorced
## 182         2           Sales Executive               1      Divorced
## 183         1        Research Scientist               3        Single
## 184         3    Manufacturing Director               2        Single
## 185         1     Laboratory Technician               3       Married
## 186         1        Research Scientist               4       Married
## 187         2    Manufacturing Director               3      Divorced
## 188         4                   Manager               2      Divorced
## 189         5         Research Director               2      Divorced
## 190         2           Sales Executive               3       Married
## 191         2        Research Scientist               4       Married
## 192         3           Sales Executive               1       Married
## 193         2    Manufacturing Director               3      Divorced
## 194         2           Sales Executive               4       Married
## 195         1        Research Scientist               4        Single
## 196         1        Research Scientist               4       Married
## 197         1     Laboratory Technician               4       Married
## 198         4           Sales Executive               2       Married
## 199         3 Healthcare Representative               4       Married
## 200         1     Laboratory Technician               2       Married
## 201         4           Sales Executive               2        Single
## 202         2        Research Scientist               2       Married
## 203         2    Manufacturing Director               3       Married
## 204         1        Research Scientist               2        Single
## 205         1      Sales Representative               2       Married
## 206         1        Research Scientist               1       Married
## 207         2           Sales Executive               3        Single
## 208         2 Healthcare Representative               1       Married
## 209         1        Research Scientist               1      Divorced
## 210         3           Sales Executive               3      Divorced
## 211         4    Manufacturing Director               2       Married
## 212         5                   Manager               3       Married
## 213         1        Research Scientist               4        Single
## 214         2    Manufacturing Director               4       Married
## 215         1        Research Scientist               4        Single
## 216         1        Research Scientist               3      Divorced
## 217         2 Healthcare Representative               3       Married
## 218         4                   Manager               4      Divorced
## 219         1        Research Scientist               3        Single
## 220         1        Research Scientist               4        Single
## 221         2           Sales Executive               4        Single
## 222         2           Sales Executive               1       Married
## 223         2           Sales Executive               4      Divorced
## 224         1        Research Scientist               3      Divorced
## 225         1        Research Scientist               4      Divorced
## 226         1     Laboratory Technician               2       Married
## 227         1     Laboratory Technician               4      Divorced
## 228         1        Research Scientist               2      Divorced
## 229         2           Sales Executive               3       Married
## 230         4 Healthcare Representative               3       Married
## 231         2    Manufacturing Director               4      Divorced
## 232         1      Sales Representative               4       Married
## 233         4           Sales Executive               3       Married
## 234         2           Sales Executive               1       Married
## 235         4                   Manager               4       Married
## 236         3           Sales Executive               3       Married
## 237         5                   Manager               3       Married
## 238         2        Research Scientist               4       Married
## 239         1           Human Resources               2       Married
## 240         3         Research Director               1      Divorced
## 241         3    Manufacturing Director               1       Married
## 242         5                   Manager               2        Single
## 243         1        Research Scientist               2       Married
## 244         1      Sales Representative               1       Married
## 245         2    Manufacturing Director               4       Married
## 246         1     Laboratory Technician               4      Divorced
## 247         3    Manufacturing Director               4        Single
## 248         1      Sales Representative               2       Married
## 249         2        Research Scientist               4      Divorced
## 250         4                   Manager               1       Married
## 251         1     Laboratory Technician               3      Divorced
## 252         2           Sales Executive               4      Divorced
## 253         1        Research Scientist               3        Single
## 254         1           Human Resources               1       Married
## 255         3         Research Director               2      Divorced
## 256         1        Research Scientist               3        Single
## 257         1      Sales Representative               2      Divorced
## 258         2           Sales Executive               1      Divorced
## 259         3           Sales Executive               4       Married
## 260         1     Laboratory Technician               3      Divorced
## 261         1      Sales Representative               4        Single
## 262         1        Research Scientist               1        Single
## 263         1     Laboratory Technician               4       Married
## 264         1      Sales Representative               4       Married
## 265         1     Laboratory Technician               3       Married
## 266         1     Laboratory Technician               2       Married
## 267         4         Research Director               1      Divorced
## 268         1     Laboratory Technician               2        Single
## 269         2 Healthcare Representative               3      Divorced
## 270         2    Manufacturing Director               1       Married
## 271         2           Sales Executive               3       Married
## 272         2        Research Scientist               2      Divorced
## 273         2      Sales Representative               3       Married
## 274         2           Sales Executive               1       Married
## 275         5         Research Director               2        Single
## 276         5                   Manager               1      Divorced
## 277         1        Research Scientist               2       Married
## 278         1     Laboratory Technician               4        Single
## 279         2           Sales Executive               3        Single
## 280         2 Healthcare Representative               3       Married
## 281         2           Sales Executive               4       Married
## 282         1     Laboratory Technician               1        Single
## 283         2 Healthcare Representative               4      Divorced
## 284         2           Sales Executive               4      Divorced
## 285         1           Human Resources               3       Married
## 286         2     Laboratory Technician               3       Married
## 287         1        Research Scientist               2        Single
## 288         1     Laboratory Technician               4      Divorced
## 289         3           Sales Executive               4       Married
## 290         1      Sales Representative               4       Married
## 291         1     Laboratory Technician               4      Divorced
## 292         2     Laboratory Technician               2       Married
## 293         1        Research Scientist               2        Single
## 294         3         Research Director               2       Married
## 295         4                   Manager               4        Single
## 296         1     Laboratory Technician               3       Married
## 297         2    Manufacturing Director               3       Married
## 298         2     Laboratory Technician               3        Single
## 299         1        Research Scientist               1        Single
## 300         1        Research Scientist               4       Married
## 301         2           Sales Executive               2       Married
## 302         3           Sales Executive               1       Married
## 303         1        Research Scientist               2      Divorced
## 304         2        Research Scientist               3        Single
## 305         1        Research Scientist               3        Single
## 306         1     Laboratory Technician               4       Married
## 307         1     Laboratory Technician               4       Married
## 308         1        Research Scientist               4       Married
## 309         2 Healthcare Representative               2       Married
## 310         2           Sales Executive               2       Married
## 311         2        Research Scientist               4       Married
## 312         4    Manufacturing Director               3        Single
## 313         1        Research Scientist               3        Single
## 314         2    Manufacturing Director               3       Married
## 315         2           Sales Executive               1        Single
## 316         2           Sales Executive               4        Single
## 317         1      Sales Representative               3       Married
## 318         2 Healthcare Representative               3        Single
## 319         2           Sales Executive               4       Married
## 320         1        Research Scientist               4        Single
## 321         1     Laboratory Technician               2       Married
## 322         1        Research Scientist               4       Married
## 323         1        Research Scientist               4      Divorced
## 324         2        Research Scientist               1      Divorced
## 325         4    Manufacturing Director               4       Married
## 326         1        Research Scientist               3        Single
## 327         5         Research Director               4      Divorced
## 328         2        Research Scientist               1      Divorced
## 329         2        Research Scientist               2      Divorced
## 330         4                   Manager               1       Married
## 331         4                   Manager               3        Single
## 332         3           Sales Executive               4       Married
## 333         1        Research Scientist               2      Divorced
## 334         3    Manufacturing Director               1       Married
## 335         5                   Manager               4       Married
## 336         2        Research Scientist               3        Single
## 337         2           Sales Executive               4      Divorced
## 338         2 Healthcare Representative               4        Single
## 339         2           Sales Executive               3        Single
## 340         1     Laboratory Technician               1      Divorced
## 341         1        Research Scientist               1       Married
## 342         1     Laboratory Technician               4       Married
## 343         3 Healthcare Representative               4      Divorced
## 344         1        Research Scientist               3      Divorced
## 345         2           Sales Executive               1      Divorced
## 346         4           Sales Executive               1        Single
## 347         2    Manufacturing Director               3        Single
## 348         2    Manufacturing Director               2      Divorced
## 349         1        Research Scientist               3        Single
## 350         4 Healthcare Representative               4       Married
## 351         3         Research Director               1       Married
## 352         2           Sales Executive               4       Married
## 353         2        Research Scientist               4       Married
## 354         2 Healthcare Representative               4      Divorced
## 355         3           Sales Executive               3      Divorced
## 356         2           Sales Executive               1        Single
## 357         1        Research Scientist               2       Married
## 358         1        Research Scientist               2       Married
## 359         2    Manufacturing Director               4       Married
## 360         1     Laboratory Technician               4       Married
## 361         5                   Manager               3       Married
## 362         1      Sales Representative               1        Single
## 363         5                   Manager               4       Married
## 364         5         Research Director               3      Divorced
## 365         5                   Manager               3       Married
## 366         4           Sales Executive               1       Married
## 367         2     Laboratory Technician               2      Divorced
## 368         2           Sales Executive               1       Married
## 369         1        Research Scientist               3       Married
## 370         2        Research Scientist               4        Single
## 371         2    Manufacturing Director               1       Married
## 372         3           Sales Executive               1       Married
## 373         3     Laboratory Technician               1      Divorced
## 374         1        Research Scientist               2       Married
## 375         1      Sales Representative               1        Single
## 376         4         Research Director               4        Single
## 377         1     Laboratory Technician               1        Single
## 378         2           Sales Executive               4      Divorced
## 379         1        Research Scientist               4       Married
## 380         1        Research Scientist               3       Married
## 381         5         Research Director               3       Married
## 382         1           Human Resources               3       Married
## 383         2           Sales Executive               1      Divorced
## 384         1      Sales Representative               1      Divorced
## 385         1        Research Scientist               3       Married
## 386         3         Research Director               1       Married
## 387         3           Sales Executive               3        Single
## 388         2    Manufacturing Director               4      Divorced
## 389         2      Sales Representative               4        Single
## 390         1      Sales Representative               2        Single
## 391         2           Sales Executive               1       Married
## 392         2           Sales Executive               4       Married
## 393         1        Research Scientist               1      Divorced
## 394         3           Sales Executive               1       Married
## 395         1        Research Scientist               4        Single
## 396         1        Research Scientist               4      Divorced
## 397         4         Research Director               3       Married
## 398         1           Human Resources               3       Married
## 399         2 Healthcare Representative               3      Divorced
## 400         3    Manufacturing Director               3        Single
## 401         2    Manufacturing Director               4        Single
## 402         2    Manufacturing Director               3      Divorced
## 403         1     Laboratory Technician               3        Single
## 404         3 Healthcare Representative               1       Married
## 405         1        Research Scientist               1        Single
## 406         4         Research Director               4      Divorced
## 407         2           Sales Executive               4       Married
## 408         1     Laboratory Technician               3      Divorced
## 409         4                   Manager               4       Married
## 410         4         Research Director               1       Married
## 411         1           Human Resources               1       Married
## 412         3           Sales Executive               3        Single
## 413         1        Research Scientist               2       Married
## 414         2           Sales Executive               4        Single
## 415         1      Sales Representative               3      Divorced
## 416         2    Manufacturing Director               4      Divorced
## 417         1     Laboratory Technician               4        Single
## 418         1     Laboratory Technician               4       Married
## 419         2    Manufacturing Director               4       Married
## 420         3         Research Director               3       Married
## 421         2    Manufacturing Director               2       Married
## 422         2        Research Scientist               3       Married
## 423         2           Sales Executive               3       Married
## 424         1     Laboratory Technician               4        Single
## 425         2           Sales Executive               1       Married
## 426         3           Sales Executive               4      Divorced
## 427         1        Research Scientist               3      Divorced
## 428         1        Research Scientist               3        Single
## 429         1     Laboratory Technician               3        Single
## 430         2    Manufacturing Director               1       Married
## 431         2           Sales Executive               3        Single
## 432         1        Research Scientist               3      Divorced
## 433         2     Laboratory Technician               1        Single
## 434         1        Research Scientist               1      Divorced
## 435         3           Sales Executive               2      Divorced
## 436         2           Sales Executive               2       Married
## 437         1        Research Scientist               3        Single
## 438         1     Laboratory Technician               1        Single
## 439         1      Sales Representative               3       Married
## 440         2 Healthcare Representative               4        Single
## 441         2        Research Scientist               3        Single
## 442         1     Laboratory Technician               3       Married
## 443         1     Laboratory Technician               3        Single
## 444         1           Human Resources               4      Divorced
## 445         5         Research Director               4      Divorced
## 446         1        Research Scientist               4       Married
## 447         2        Research Scientist               4       Married
## 448         2 Healthcare Representative               1       Married
## 449         2     Laboratory Technician               4        Single
## 450         2           Sales Executive               1       Married
## 451         2 Healthcare Representative               4       Married
## 452         1        Research Scientist               2        Single
## 453         2           Sales Executive               4        Single
## 454         2           Sales Executive               3        Single
## 455         4                   Manager               1       Married
## 456         5                   Manager               2        Single
## 457         2           Sales Executive               4       Married
## 458         2           Sales Executive               4        Single
## 459         1        Research Scientist               1       Married
## 460         2     Laboratory Technician               4        Single
## 461         1     Laboratory Technician               3       Married
## 462         1     Laboratory Technician               2        Single
## 463         3           Sales Executive               4        Single
## 464         2    Manufacturing Director               4        Single
## 465         1        Research Scientist               3       Married
## 466         1        Research Scientist               4        Single
## 467         1      Sales Representative               4        Single
## 468         1     Laboratory Technician               4       Married
## 469         2           Sales Executive               1        Single
## 470         2    Manufacturing Director               1      Divorced
## 471         1        Research Scientist               2       Married
## 472         1        Research Scientist               4        Single
## 473         3         Research Director               1       Married
## 474         1        Research Scientist               4        Single
## 475         1     Laboratory Technician               3      Divorced
## 476         2           Sales Executive               4        Single
## 477         2           Sales Executive               3      Divorced
## 478         2           Sales Executive               3      Divorced
## 479         1     Laboratory Technician               1       Married
## 480         3         Research Director               4       Married
## 481         2 Healthcare Representative               1       Married
## 482         1        Research Scientist               4       Married
## 483         2        Research Scientist               4       Married
## 484         1        Research Scientist               1      Divorced
## 485         3 Healthcare Representative               4       Married
## 486         2           Sales Executive               4        Single
## 487         1      Sales Representative               4        Single
## 488         1        Research Scientist               3      Divorced
## 489         3     Laboratory Technician               3        Single
## 490         2 Healthcare Representative               3        Single
## 491         5         Research Director               1        Single
## 492         4         Research Director               1       Married
## 493         2           Sales Executive               3        Single
## 494         3 Healthcare Representative               2        Single
## 495         2           Sales Executive               3       Married
## 496         4                   Manager               3       Married
## 497         1        Research Scientist               4       Married
## 498         1        Research Scientist               4       Married
## 499         2 Healthcare Representative               3       Married
## 500         2           Sales Executive               3       Married
## 501         3    Manufacturing Director               1       Married
## 502         1     Laboratory Technician               3        Single
## 503         1      Sales Representative               3       Married
## 504         3    Manufacturing Director               1      Divorced
## 505         4         Research Director               3       Married
## 506         2        Research Scientist               2       Married
## 507         1      Sales Representative               3        Single
## 508         3           Sales Executive               2       Married
## 509         1      Sales Representative               4      Divorced
## 510         5         Research Director               3       Married
## 511         2           Sales Executive               4       Married
## 512         3 Healthcare Representative               3       Married
## 513         1        Research Scientist               3       Married
## 514         3         Research Director               4        Single
## 515         1      Sales Representative               4        Single
## 516         2    Manufacturing Director               2      Divorced
## 517         1      Sales Representative               2       Married
## 518         1     Laboratory Technician               2      Divorced
## 519         2     Laboratory Technician               4       Married
## 520         1     Laboratory Technician               4        Single
## 521         1        Research Scientist               4        Single
## 522         1     Laboratory Technician               2       Married
## 523         3        Research Scientist               1      Divorced
## 524         5         Research Director               3      Divorced
## 525         1        Research Scientist               4       Married
## 526         3           Sales Executive               2       Married
## 527         2           Sales Executive               1      Divorced
## 528         2 Healthcare Representative               1       Married
## 529         1        Research Scientist               3        Single
## 530         1        Research Scientist               2       Married
## 531         3 Healthcare Representative               3       Married
## 532         2           Sales Executive               3        Single
## 533         1        Research Scientist               3       Married
## 534         2 Healthcare Representative               4      Divorced
## 535         1     Laboratory Technician               1       Married
## 536         1        Research Scientist               4      Divorced
## 537         3           Sales Executive               2        Single
## 538         1           Human Resources               3      Divorced
## 539         1      Sales Representative               2        Single
## 540         2           Sales Executive               1        Single
## 541         2     Laboratory Technician               3      Divorced
## 542         1        Research Scientist               1       Married
## 543         1        Research Scientist               3      Divorced
## 544         2    Manufacturing Director               3       Married
## 545         1        Research Scientist               1        Single
## 546         1        Research Scientist               4       Married
## 547         3     Laboratory Technician               2       Married
## 548         2     Laboratory Technician               3        Single
## 549         3         Research Director               2       Married
## 550         1           Human Resources               2        Single
## 551         5                   Manager               3       Married
## 552         1           Human Resources               4      Divorced
## 553         2           Human Resources               4        Single
## 554         1        Research Scientist               3       Married
## 555         2 Healthcare Representative               4       Married
## 556         2           Sales Executive               3       Married
## 557         2     Laboratory Technician               3        Single
## 558         1        Research Scientist               4       Married
## 559         2    Manufacturing Director               2       Married
## 560         2           Sales Executive               3       Married
## 561         1     Laboratory Technician               2        Single
## 562         4         Research Director               3       Married
## 563         1     Laboratory Technician               2       Married
## 564         3         Research Director               3       Married
## 565         1     Laboratory Technician               3       Married
## 566         1        Research Scientist               4        Single
## 567         2     Laboratory Technician               1        Single
## 568         2           Sales Executive               1       Married
## 569         2           Sales Executive               3        Single
## 570         4    Manufacturing Director               3       Married
## 571         2           Sales Executive               2       Married
## 572         1        Research Scientist               4        Single
## 573         2           Sales Executive               4       Married
## 574         2           Sales Executive               3       Married
## 575         2           Sales Executive               2       Married
## 576         2    Manufacturing Director               3      Divorced
## 577         1      Sales Representative               1        Single
## 578         1     Laboratory Technician               3        Single
## 579         2    Manufacturing Director               3        Single
## 580         2 Healthcare Representative               4      Divorced
## 581         1     Laboratory Technician               4       Married
## 582         4         Research Director               4        Single
## 583         2 Healthcare Representative               4       Married
## 584         2           Sales Executive               2       Married
## 585         2 Healthcare Representative               4       Married
## 586         2     Laboratory Technician               4       Married
## 587         2        Research Scientist               4      Divorced
## 588         1      Sales Representative               1        Single
## 589         1     Laboratory Technician               3        Single
## 590         1     Laboratory Technician               1       Married
## 591         1        Research Scientist               3       Married
## 592         2           Sales Executive               2        Single
## 593         1      Sales Representative               3       Married
## 594         1     Laboratory Technician               1       Married
## 595         3    Manufacturing Director               3       Married
## 596         2           Sales Executive               1      Divorced
## 597         3    Manufacturing Director               2       Married
## 598         2     Laboratory Technician               3       Married
## 599         2    Manufacturing Director               2       Married
## 600         1        Research Scientist               4       Married
## 601         1      Sales Representative               2       Married
## 602         2        Research Scientist               1       Married
## 603         3         Research Director               1       Married
## 604         1     Laboratory Technician               4       Married
## 605         1      Sales Representative               2        Single
## 606         4         Research Director               3       Married
## 607         2           Sales Executive               3        Single
## 608         2           Sales Executive               1      Divorced
## 609         1     Laboratory Technician               1        Single
## 610         1      Sales Representative               4        Single
## 611         2     Laboratory Technician               4       Married
## 612         2 Healthcare Representative               3        Single
## 613         1     Laboratory Technician               1       Married
## 614         1      Sales Representative               2        Single
## 615         3           Sales Executive               3      Divorced
## 616         2     Laboratory Technician               4       Married
## 617         1     Laboratory Technician               2       Married
## 618         2           Sales Executive               1      Divorced
## 619         3 Healthcare Representative               1       Married
## 620         1     Laboratory Technician               3       Married
## 621         1     Laboratory Technician               4        Single
## 622         2    Manufacturing Director               3      Divorced
## 623         1        Research Scientist               4        Single
## 624         3           Human Resources               4        Single
## 625         1     Laboratory Technician               1        Single
## 626         1        Research Scientist               3      Divorced
## 627         2           Sales Executive               3       Married
## 628         3         Research Director               4      Divorced
## 629         3    Manufacturing Director               2       Married
## 630         3 Healthcare Representative               2        Single
## 631         1        Research Scientist               4       Married
## 632         3           Sales Executive               4        Single
## 633         2           Sales Executive               4        Single
## 634         1     Laboratory Technician               4      Divorced
## 635         3 Healthcare Representative               1       Married
## 636         1     Laboratory Technician               4       Married
## 637         4                   Manager               1       Married
## 638         3           Sales Executive               3      Divorced
## 639         1        Research Scientist               4       Married
## 640         1      Sales Representative               1      Divorced
## 641         1     Laboratory Technician               3      Divorced
## 642         2 Healthcare Representative               1      Divorced
## 643         4                   Manager               1        Single
## 644         1        Research Scientist               1       Married
## 645         1        Research Scientist               1      Divorced
## 646         3           Sales Executive               4       Married
## 647         1     Laboratory Technician               3        Single
## 648         1     Laboratory Technician               3       Married
## 649         2           Sales Executive               1        Single
## 650         1     Laboratory Technician               1        Single
## 651         1     Laboratory Technician               1        Single
## 652         2           Sales Executive               4      Divorced
## 653         3         Research Director               3        Single
## 654         3                   Manager               3       Married
## 655         1     Laboratory Technician               3        Single
## 656         2 Healthcare Representative               1       Married
## 657         3         Research Director               2       Married
## 658         4                   Manager               4      Divorced
## 659         2    Manufacturing Director               2        Single
## 660         2    Manufacturing Director               2        Single
## 661         2     Laboratory Technician               4       Married
## 662         1        Research Scientist               3      Divorced
## 663         3           Sales Executive               4      Divorced
## 664         1     Laboratory Technician               4      Divorced
## 665         2           Sales Executive               3        Single
## 666         2 Healthcare Representative               3        Single
## 667         3           Sales Executive               4       Married
## 668         1     Laboratory Technician               4      Divorced
## 669         2     Laboratory Technician               3       Married
## 670         4         Research Director               4       Married
## 671         3         Research Director               3        Single
## 672         2           Sales Executive               4      Divorced
## 673         2           Sales Executive               1        Single
## 674         1        Research Scientist               2      Divorced
## 675         1        Research Scientist               3       Married
## 676         5                   Manager               2       Married
## 677         2    Manufacturing Director               2       Married
## 678         2     Laboratory Technician               3       Married
## 679         2    Manufacturing Director               2      Divorced
## 680         1      Sales Representative               3       Married
## 681         2           Sales Executive               1       Married
## 682         1     Laboratory Technician               4       Married
## 683         2 Healthcare Representative               3       Married
## 684         3 Healthcare Representative               4      Divorced
## 685         1        Research Scientist               4       Married
## 686         3    Manufacturing Director               2      Divorced
## 687         3 Healthcare Representative               4        Single
## 688         1        Research Scientist               2       Married
## 689         1     Laboratory Technician               4        Single
## 690         1           Human Resources               2      Divorced
## 691         2           Human Resources               3       Married
## 692         3                   Manager               2       Married
## 693         2 Healthcare Representative               4        Single
## 694         1        Research Scientist               4        Single
## 695         2           Sales Executive               4      Divorced
## 696         1      Sales Representative               4        Single
## 697         4                   Manager               4       Married
## 698         2     Laboratory Technician               2        Single
## 699         1      Sales Representative               4        Single
## 700         5         Research Director               2       Married
## 701         1           Human Resources               2       Married
## 702         2           Sales Executive               3       Married
## 703         3           Sales Executive               4       Married
## 704         1           Human Resources               2       Married
## 705         1           Human Resources               3       Married
## 706         2           Sales Executive               4        Single
## 707         2        Research Scientist               4       Married
## 708         1           Human Resources               2        Single
## 709         1     Laboratory Technician               3       Married
## 710         4                   Manager               1      Divorced
## 711         3                   Manager               1       Married
## 712         4                   Manager               4      Divorced
## 713         1     Laboratory Technician               2        Single
## 714         3           Sales Executive               4       Married
## 715         3           Sales Executive               1        Single
## 716         1           Human Resources               3       Married
## 717         2           Sales Executive               3       Married
## 718         2        Research Scientist               3        Single
## 719         2           Sales Executive               4        Single
## 720         3    Manufacturing Director               2      Divorced
## 721         3    Manufacturing Director               3       Married
## 722         2    Manufacturing Director               3       Married
## 723         1        Research Scientist               1      Divorced
## 724         3    Manufacturing Director               4        Single
## 725         1     Laboratory Technician               3        Single
## 726         2    Manufacturing Director               3       Married
## 727         1      Sales Representative               4       Married
## 728         1        Research Scientist               3      Divorced
## 729         1     Laboratory Technician               4        Single
## 730         1     Laboratory Technician               4       Married
## 731         2    Manufacturing Director               2      Divorced
## 732         2           Sales Executive               3       Married
## 733         1           Human Resources               2       Married
## 734         2           Sales Executive               3       Married
## 735         1        Research Scientist               4        Single
## 736         2           Sales Executive               3        Single
## 737         4           Sales Executive               4       Married
## 738         2           Sales Executive               4        Single
## 739         2           Sales Executive               3       Married
## 740         2     Laboratory Technician               4        Single
## 741         2           Sales Executive               3       Married
## 742         3                   Manager               4      Divorced
## 743         2        Research Scientist               4       Married
## 744         1     Laboratory Technician               2        Single
## 745         2           Sales Executive               3      Divorced
## 746         1     Laboratory Technician               1      Divorced
## 747         1           Human Resources               1      Divorced
## 748         2 Healthcare Representative               1        Single
## 749         1     Laboratory Technician               1      Divorced
## 750         1        Research Scientist               4        Single
## 751         1      Sales Representative               4        Single
## 752         1      Sales Representative               2        Single
## 753         4 Healthcare Representative               3       Married
## 754         3           Sales Executive               2       Married
## 755         3         Research Director               3       Married
## 756         1     Laboratory Technician               3        Single
## 757         2 Healthcare Representative               4       Married
## 758         2 Healthcare Representative               3       Married
## 759         1     Laboratory Technician               3       Married
## 760         5                   Manager               2        Single
## 761         1        Research Scientist               1        Single
## 762         4                   Manager               4       Married
## 763         2           Sales Executive               2        Single
## 764         2           Sales Executive               3       Married
## 765         1           Human Resources               4       Married
## 766         2     Laboratory Technician               1        Single
## 767         1        Research Scientist               3       Married
## 768         3           Sales Executive               1      Divorced
## 769         2    Manufacturing Director               4      Divorced
## 770         2           Sales Executive               3       Married
## 771         2           Sales Executive               4        Single
## 772         3           Sales Executive               1      Divorced
## 773         3 Healthcare Representative               3        Single
## 774         1        Research Scientist               3       Married
## 775         3 Healthcare Representative               4       Married
## 776         1        Research Scientist               3        Single
## 777         1           Human Resources               3      Divorced
## 778         1      Sales Representative               1      Divorced
## 779         1     Laboratory Technician               4        Single
## 780         1        Research Scientist               4       Married
## 781         1      Sales Representative               2        Single
## 782         2 Healthcare Representative               3        Single
## 783         1           Human Resources               2      Divorced
## 784         2           Sales Executive               3       Married
## 785         2           Sales Executive               2       Married
## 786         4         Research Director               2        Single
## 787         3                   Manager               3       Married
## 788         2        Research Scientist               2       Married
## 789         5         Research Director               1       Married
## 790         1        Research Scientist               2        Single
## 791         2     Laboratory Technician               1       Married
## 792         1        Research Scientist               2        Single
## 793         3    Manufacturing Director               3       Married
## 794         3 Healthcare Representative               3      Divorced
## 795         2    Manufacturing Director               4      Divorced
## 796         1        Research Scientist               1        Single
## 797         4 Healthcare Representative               4       Married
## 798         1     Laboratory Technician               1       Married
## 799         1        Research Scientist               2        Single
## 800         2 Healthcare Representative               1      Divorced
## 801         2           Sales Executive               1       Married
## 802         2           Sales Executive               4        Single
## 803         4                   Manager               1       Married
## 804         3           Sales Executive               1        Single
## 805         2     Laboratory Technician               2       Married
## 806         3 Healthcare Representative               1       Married
## 807         2           Sales Executive               3       Married
## 808         1        Research Scientist               4       Married
## 809         1        Research Scientist               4       Married
## 810         1        Research Scientist               2       Married
## 811         2     Laboratory Technician               1      Divorced
## 812         1     Laboratory Technician               4       Married
## 813         2           Sales Executive               3      Divorced
## 814         5                   Manager               3       Married
## 815         1      Sales Representative               2       Married
## 816         1        Research Scientist               4       Married
## 817         2    Manufacturing Director               4        Single
## 818         3         Research Director               3       Married
## 819         1     Laboratory Technician               4        Single
## 820         2           Sales Executive               3        Single
## 821         1        Research Scientist               4       Married
## 822         2           Sales Executive               4      Divorced
## 823         2           Sales Executive               3       Married
## 824         1     Laboratory Technician               3       Married
## 825         2    Manufacturing Director               3       Married
## 826         5         Research Director               4      Divorced
## 827         3           Sales Executive               3       Married
## 828         2           Sales Executive               1        Single
## 829         1     Laboratory Technician               2       Married
## 830         5                   Manager               2       Married
## 831         2     Laboratory Technician               1       Married
## 832         1      Sales Representative               3        Single
## 833         1     Laboratory Technician               1       Married
## 834         1        Research Scientist               1        Single
## 835         4 Healthcare Representative               2      Divorced
## 836         3           Sales Executive               2      Divorced
## 837         1        Research Scientist               3       Married
## 838         2           Sales Executive               4        Single
## 839         3    Manufacturing Director               2      Divorced
## 840         5         Research Director               2       Married
## 841         1     Laboratory Technician               3        Single
## 842         3           Human Resources               1        Single
## 843         4    Manufacturing Director               4       Married
## 844         3 Healthcare Representative               4      Divorced
## 845         2           Sales Executive               4        Single
## 846         2     Laboratory Technician               1      Divorced
## 847         1     Laboratory Technician               2        Single
## 848         3 Healthcare Representative               4      Divorced
## 849         2           Sales Executive               3       Married
## 850         1     Laboratory Technician               4       Married
## 851         2           Sales Executive               3       Married
## 852         1     Laboratory Technician               3        Single
## 853         2     Laboratory Technician               3        Single
## 854         2 Healthcare Representative               1        Single
## 855         2    Manufacturing Director               2       Married
## 856         1      Sales Representative               3       Married
## 857         1        Research Scientist               1        Single
## 858         3    Manufacturing Director               3       Married
## 859         1     Laboratory Technician               1       Married
## 860         3 Healthcare Representative               4       Married
## 861         1     Laboratory Technician               3        Single
## 862         3           Sales Executive               4        Single
## 863         2           Sales Executive               4        Single
## 864         4           Sales Executive               3      Divorced
## 865         3    Manufacturing Director               4       Married
## 866         3    Manufacturing Director               4        Single
## 867         2           Sales Executive               4       Married
## 868         2           Sales Executive               3       Married
## 869         1        Research Scientist               3       Married
## 870         2     Laboratory Technician               2        Single
## 871         2           Sales Executive               4       Married
## 872         1        Research Scientist               4        Single
## 873         4           Sales Executive               3        Single
## 874         1     Laboratory Technician               2       Married
## 875         1     Laboratory Technician               1      Divorced
## 876         2      Sales Representative               4       Married
## 877         2           Sales Executive               2       Married
## 878         1     Laboratory Technician               3        Single
## 879         1        Research Scientist               3      Divorced
## 880         4    Manufacturing Director               2        Single
## 881         3           Sales Executive               4      Divorced
## 882         1     Laboratory Technician               2       Married
## 883         2           Sales Executive               3       Married
## 884         2           Sales Executive               4       Married
## 885         2           Sales Executive               2       Married
## 886         2    Manufacturing Director               3       Married
## 887         2 Healthcare Representative               3      Divorced
## 888         2    Manufacturing Director               1      Divorced
## 889         2     Laboratory Technician               4      Divorced
## 890         1           Human Resources               3        Single
## 891         2        Research Scientist               4        Single
## 892         3           Sales Executive               2       Married
## 893         3           Sales Executive               4        Single
## 894         2           Sales Executive               4      Divorced
## 895         3 Healthcare Representative               2      Divorced
## 896         3    Manufacturing Director               4      Divorced
## 897         3           Sales Executive               1        Single
## 898         4                   Manager               3       Married
## 899         2           Sales Executive               1        Single
## 900         1        Research Scientist               3       Married
## 901         1     Laboratory Technician               2       Married
## 902         2           Sales Executive               3       Married
## 903         2           Sales Executive               3      Divorced
## 904         1     Laboratory Technician               4       Married
## 905         4                   Manager               4       Married
## 906         2           Sales Executive               2       Married
## 907         3 Healthcare Representative               1       Married
## 908         2    Manufacturing Director               4      Divorced
## 909         1     Laboratory Technician               3        Single
## 910         1        Research Scientist               1        Single
## 911         5         Research Director               4       Married
## 912         1           Human Resources               2       Married
## 913         1     Laboratory Technician               1       Married
## 914         3                   Manager               1        Single
## 915         2    Manufacturing Director               3        Single
## 916         2     Laboratory Technician               3        Single
## 917         1        Research Scientist               1       Married
## 918         2           Sales Executive               4        Single
## 919         1      Sales Representative               2       Married
## 920         1     Laboratory Technician               1       Married
## 921         1      Sales Representative               2        Single
## 922         1     Laboratory Technician               4       Married
## 923         2     Laboratory Technician               3      Divorced
## 924         2           Human Resources               1       Married
## 925         4                   Manager               3       Married
## 926         1     Laboratory Technician               3       Married
## 927         2           Sales Executive               4       Married
## 928         3         Research Director               3       Married
## 929         1     Laboratory Technician               4      Divorced
## 930         1     Laboratory Technician               4        Single
## 931         2           Sales Executive               3      Divorced
## 932         3         Research Director               4        Single
## 933         3           Sales Executive               1       Married
## 934         1     Laboratory Technician               4      Divorced
## 935         1     Laboratory Technician               1        Single
## 936         1     Laboratory Technician               1        Single
## 937         3 Healthcare Representative               1      Divorced
## 938         3    Manufacturing Director               4        Single
## 939         2        Research Scientist               4        Single
## 940         1      Sales Representative               2       Married
## 941         1     Laboratory Technician               1        Single
## 942         3           Sales Executive               3       Married
## 943         3           Sales Executive               1        Single
## 944         2    Manufacturing Director               4       Married
## 945         1      Sales Representative               3        Single
## 946         2 Healthcare Representative               4      Divorced
## 947         1      Sales Representative               2        Single
## 948         1        Research Scientist               4      Divorced
## 949         1           Human Resources               3      Divorced
## 950         2           Sales Executive               3        Single
## 951         1        Research Scientist               3       Married
## 952         2           Sales Executive               1       Married
## 953         2 Healthcare Representative               2        Single
## 954         1     Laboratory Technician               4        Single
## 955         2     Laboratory Technician               2        Single
## 956         3           Human Resources               3       Married
## 957         3    Manufacturing Director               4        Single
## 958         1     Laboratory Technician               3        Single
## 959         3           Sales Executive               3        Single
## 960         5         Research Director               2        Single
## 961         1        Research Scientist               4        Single
## 962         2        Research Scientist               4      Divorced
## 963         2 Healthcare Representative               1      Divorced
## 964         2           Human Resources               2       Married
## 965         1        Research Scientist               4       Married
## 966         5         Research Director               3      Divorced
## 967         1        Research Scientist               1        Single
## 968         3           Sales Executive               3       Married
## 969         4                   Manager               1       Married
## 970         1     Laboratory Technician               2      Divorced
## 971         2           Sales Executive               4        Single
## 972         2 Healthcare Representative               4       Married
## 973         1     Laboratory Technician               3        Single
## 974         1        Research Scientist               2        Single
## 975         2    Manufacturing Director               3      Divorced
## 976         1        Research Scientist               4        Single
## 977         2 Healthcare Representative               3        Single
## 978         1        Research Scientist               1        Single
## 979         3    Manufacturing Director               3       Married
## 980         5                   Manager               3       Married
## 981         1      Sales Representative               3       Married
## 982         3           Sales Executive               4       Married
## 983         1     Laboratory Technician               4        Single
## 984         1      Sales Representative               3        Single
## 985         2           Sales Executive               4       Married
## 986         1        Research Scientist               3        Single
## 987         1        Research Scientist               4       Married
## 988         2           Sales Executive               4       Married
## 989         3    Manufacturing Director               1        Single
## 990         1        Research Scientist               2        Single
## 991         2           Human Resources               4       Married
## 992         1        Research Scientist               3       Married
## 993         2           Human Resources               4       Married
## 994         2           Sales Executive               2       Married
## 995         2           Sales Executive               4        Single
## 996         2        Research Scientist               3        Single
## 997         1        Research Scientist               3       Married
## 998         4         Research Director               4        Single
## 999         3           Sales Executive               4      Divorced
## 1000        1     Laboratory Technician               4        Single
## 1001        2           Human Resources               2      Divorced
## 1002        2      Sales Representative               3        Single
## 1003        2        Research Scientist               2      Divorced
## 1004        2    Manufacturing Director               4      Divorced
## 1005        1        Research Scientist               1       Married
## 1006        2           Sales Executive               4       Married
## 1007        1      Sales Representative               3        Single
## 1008        2 Healthcare Representative               4      Divorced
## 1009        5                   Manager               3      Divorced
## 1010        2      Sales Representative               3       Married
## 1011        3    Manufacturing Director               3      Divorced
## 1012        2        Research Scientist               2      Divorced
## 1013        2           Sales Executive               2       Married
## 1014        2     Laboratory Technician               1       Married
## 1015        2           Sales Executive               1        Single
## 1016        1     Laboratory Technician               2      Divorced
## 1017        1     Laboratory Technician               1      Divorced
## 1018        3           Sales Executive               2       Married
## 1019        3           Sales Executive               4       Married
## 1020        1        Research Scientist               4        Single
## 1021        2           Sales Executive               2       Married
## 1022        2           Sales Executive               4        Single
## 1023        2        Research Scientist               4      Divorced
## 1024        3 Healthcare Representative               3       Married
## 1025        4                   Manager               1      Divorced
## 1026        5                   Manager               4        Single
## 1027        2           Human Resources               1       Married
## 1028        2           Sales Executive               4        Single
## 1029        2           Sales Executive               3        Single
## 1030        3           Human Resources               1       Married
## 1031        2           Sales Executive               2       Married
## 1032        1           Human Resources               4        Single
## 1033        3         Research Director               4      Divorced
## 1034        1        Research Scientist               3       Married
## 1035        2     Laboratory Technician               3      Divorced
## 1036        1        Research Scientist               3        Single
## 1037        2           Sales Executive               4        Single
## 1038        3           Human Resources               2       Married
## 1039        3         Research Director               3        Single
## 1040        2 Healthcare Representative               3       Married
## 1041        1     Laboratory Technician               2        Single
## 1042        1        Research Scientist               1        Single
## 1043        3           Sales Executive               4       Married
## 1044        2           Sales Executive               4       Married
## 1045        1        Research Scientist               3        Single
## 1046        1     Laboratory Technician               2      Divorced
## 1047        2    Manufacturing Director               2       Married
## 1048        3                   Manager               2       Married
## 1049        1        Research Scientist               3        Single
## 1050        2           Sales Executive               4      Divorced
## 1051        3    Manufacturing Director               4       Married
## 1052        1     Laboratory Technician               4        Single
## 1053        2 Healthcare Representative               3      Divorced
## 1054        1        Research Scientist               3      Divorced
## 1055        1        Research Scientist               4        Single
## 1056        1     Laboratory Technician               1       Married
## 1057        2    Manufacturing Director               1       Married
## 1058        4                   Manager               4       Married
## 1059        2           Human Resources               2      Divorced
## 1060        1        Research Scientist               2       Married
## 1061        2        Research Scientist               3       Married
## 1062        2    Manufacturing Director               4      Divorced
## 1063        2 Healthcare Representative               4      Divorced
## 1064        1      Sales Representative               4      Divorced
## 1065        2 Healthcare Representative               3      Divorced
## 1066        1     Laboratory Technician               1       Married
## 1067        1        Research Scientist               3       Married
## 1068        5                   Manager               1       Married
## 1069        2           Sales Executive               1       Married
## 1070        1      Sales Representative               2       Married
## 1071        1      Sales Representative               4       Married
## 1072        2    Manufacturing Director               1       Married
## 1073        1      Sales Representative               4        Single
## 1074        2 Healthcare Representative               3       Married
## 1075        2           Sales Executive               1       Married
## 1076        4                   Manager               1       Married
## 1077        5                   Manager               3      Divorced
## 1078        2     Laboratory Technician               3      Divorced
## 1079        2        Research Scientist               2        Single
## 1080        2        Research Scientist               3      Divorced
## 1081        1        Research Scientist               3        Single
## 1082        1        Research Scientist               4       Married
## 1083        1      Sales Representative               1       Married
## 1084        2           Sales Executive               3       Married
## 1085        3    Manufacturing Director               3        Single
## 1086        3           Sales Executive               1       Married
## 1087        2           Sales Executive               3       Married
## 1088        1        Research Scientist               3       Married
## 1089        1        Research Scientist               4       Married
## 1090        2           Sales Executive               4       Married
## 1091        2           Sales Executive               2      Divorced
## 1092        2           Sales Executive               4      Divorced
## 1093        3         Research Director               4      Divorced
## 1094        2           Sales Executive               2      Divorced
## 1095        2 Healthcare Representative               1      Divorced
## 1096        2    Manufacturing Director               2       Married
## 1097        1        Research Scientist               1       Married
## 1098        1           Human Resources               4      Divorced
## 1099        1     Laboratory Technician               2       Married
## 1100        2    Manufacturing Director               1        Single
## 1101        5                   Manager               3       Married
## 1102        2           Sales Executive               2      Divorced
## 1103        2           Sales Executive               4       Married
## 1104        3           Sales Executive               4       Married
## 1105        1        Research Scientist               4        Single
## 1106        1        Research Scientist               2      Divorced
## 1107        1        Research Scientist               1       Married
## 1108        2           Human Resources               3        Single
## 1109        2           Sales Executive               3        Single
## 1110        2           Sales Executive               1       Married
## 1111        2 Healthcare Representative               3       Married
## 1112        3                   Manager               4       Married
## 1113        3                   Manager               3       Married
## 1114        2           Sales Executive               3       Married
## 1115        3 Healthcare Representative               3        Single
## 1116        1        Research Scientist               1       Married
## 1117        2    Manufacturing Director               2        Single
## 1118        2     Laboratory Technician               4       Married
## 1119        3 Healthcare Representative               2      Divorced
## 1120        1      Sales Representative               3      Divorced
## 1121        3           Sales Executive               1      Divorced
## 1122        4                   Manager               4        Single
## 1123        2        Research Scientist               1       Married
## 1124        4                   Manager               4       Married
## 1125        1        Research Scientist               3       Married
## 1126        1      Sales Representative               1        Single
## 1127        1     Laboratory Technician               3       Married
## 1128        2     Laboratory Technician               3       Married
## 1129        4                   Manager               2        Single
## 1130        1     Laboratory Technician               1       Married
## 1131        3         Research Director               3      Divorced
## 1132        4                   Manager               2      Divorced
## 1133        2 Healthcare Representative               4       Married
## 1134        1     Laboratory Technician               2        Single
## 1135        1     Laboratory Technician               1        Single
## 1136        1     Laboratory Technician               1       Married
## 1137        1     Laboratory Technician               1       Married
## 1138        2           Sales Executive               1      Divorced
## 1139        3           Sales Executive               3      Divorced
## 1140        4         Research Director               3       Married
## 1141        2 Healthcare Representative               4       Married
## 1142        2           Sales Executive               2       Married
## 1143        3 Healthcare Representative               3        Single
## 1144        2           Sales Executive               4        Single
## 1145        2           Human Resources               4       Married
## 1146        2           Sales Executive               3        Single
## 1147        2     Laboratory Technician               3       Married
## 1148        1     Laboratory Technician               3      Divorced
## 1149        1        Research Scientist               4      Divorced
## 1150        2 Healthcare Representative               4       Married
## 1151        1        Research Scientist               3      Divorced
## 1152        2           Sales Executive               4        Single
## 1153        2        Research Scientist               3        Single
## 1154        1     Laboratory Technician               4       Married
## 1155        2    Manufacturing Director               1       Married
## 1156        4 Healthcare Representative               2        Single
## 1157        1      Sales Representative               3      Divorced
## 1158        2        Research Scientist               2       Married
## 1159        1        Research Scientist               3       Married
## 1160        2    Manufacturing Director               2      Divorced
## 1161        1        Research Scientist               3        Single
## 1162        3    Manufacturing Director               3        Single
## 1163        1     Laboratory Technician               4       Married
## 1164        3    Manufacturing Director               4        Single
## 1165        1        Research Scientist               3       Married
## 1166        1     Laboratory Technician               2       Married
## 1167        3 Healthcare Representative               4       Married
## 1168        2           Sales Executive               3        Single
## 1169        1        Research Scientist               3      Divorced
## 1170        1        Research Scientist               1       Married
##      MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike
## 1           9250                  2       No                11
## 2          17544                  1       No                14
## 3          19944                  2       No                11
## 4          24032                  1       No                19
## 5          17218                  1      Yes                13
## 6           4809                  1       No                21
## 7           5561                  2      Yes                12
## 8          24223                  2      Yes                14
## 9          18410                  1      Yes                19
## 10         15332                  1       No                14
## 11         22539                  7       No                13
## 12         10494                  1       No                15
## 13         18869                  3       No                21
## 14         17434                  1       No                18
## 15         22957                  6       No                12
## 16         24406                  1       No                13
## 17         13554                  1       No                12
## 18         16044                  2       No                14
## 19          5586                  0      Yes                14
## 20          9364                  2       No                15
## 21         13934                  2      Yes                11
## 22         18597                  3       No                12
## 23         19627                  3      Yes                13
## 24         21602                  7       No                13
## 25         12291                  0       No                14
## 26          8751                  7       No                11
## 27         12355                  0       No                11
## 28         18385                  0      Yes                17
## 29          5843                  6      Yes                13
## 30         26589                  0       No                18
## 31         22812                  0       No                17
## 32         13637                  1       No                18
## 33         14977                  3      Yes                12
## 34         16340                  6       No                12
## 35         10138                  8       No                24
## 36         26062                  1       No                20
## 37         21530                  9       No                17
## 38          8658                  5      Yes                13
## 39          4022                  6       No                14
## 40         21981                  0       No                12
## 41         22577                  4       No                22
## 42         12388                  0       No                13
## 43         24941                  4      Yes                16
## 44         26362                  8       No                22
## 45         16901                  1       No                22
## 46         16458                  1       No                13
## 47         12147                  6       No                15
## 48          5569                  0      Yes                14
## 49          8059                  1      Yes                14
## 50          5970                  6       No                18
## 51         14561                  3       No                17
## 52         22456                  3      Yes                21
## 53         19982                  1       No                13
## 54         23163                  1       No                12
## 55         20682                  1       No                23
## 56         20520                  1       No                20
## 57         20366                  6      Yes                12
## 58         16213                  1      Yes                18
## 59         11677                  2      Yes                18
## 60          8040                  1      Yes                14
## 61          5518                  1      Yes                11
## 62          5747                  3       No                12
## 63          6393                  0       No                19
## 64          8018                  1       No                16
## 65          3372                  1       No                13
## 66         15053                  0      Yes                12
## 67         19368                  1       No                13
## 68         13672                  1       No                13
## 69          5868                  4       No                13
## 70         15881                  1       No                12
## 71         21412                  3       No                22
## 72         23490                  0       No                18
## 73         15497                  3      Yes                13
## 74          9051                  3      Yes                11
## 75         21534                  9      Yes                19
## 76         10781                  1       No                23
## 77         12288                  1      Yes                14
## 78          3156                  1       No                15
## 79         16840                  6       No                12
## 80         17536                  1      Yes                11
## 81         14382                  5       No                15
## 82          5151                  2       No                16
## 83         14284                  2       No                11
## 84         17001                  4      Yes                13
## 85          2323                  9      Yes                11
## 86         21829                  3      Yes                13
## 87         11825                  2       No                12
## 88         10074                  1      Yes                24
## 89          2975                  1       No                15
## 90         22822                  3       No                12
## 91         12106                  1      Yes                23
## 92         11162                  1       No                13
## 93          2396                  6      Yes                15
## 94          4223                  3      Yes                16
## 95         17053                  3       No                15
## 96         24532                  1       No                25
## 97         11380                  8       No                12
## 98         15850                  5       No                14
## 99          4668                  0       No                13
## 100         3708                  5       No                17
## 101         7679                  0       No                14
## 102         8386                  1       No                18
## 103        12740                  9       No                15
## 104         8544                  2       No                16
## 105        19764                  4       No                12
## 106        13421                  1       No                22
## 107        26283                  1       No                13
## 108        25811                  4      Yes                18
## 109        10842                  4       No                22
## 110        11288                  1       No                14
## 111        22088                  1      Yes                14
## 112        13829                  2       No                15
## 113        15322                  7       No                19
## 114         4761                  2       No                11
## 115        21026                  3      Yes                15
## 116         4814                  1      Yes                13
## 117        20623                  0       No                14
## 118        23679                  4      Yes                13
## 119         4609                  4       No                12
## 120         6163                  1       No                11
## 121        20335                  9       No                14
## 122        25479                  1      Yes                11
## 123        19239                  4      Yes                12
## 124         7791                  0       No                20
## 125        20260                  1       No                18
## 126        13586                  1      Yes                11
## 127         4681                  1      Yes                22
## 128        23888                  0       No                13
## 129        20003                  1      Yes                14
## 130         7739                  2       No                12
## 131         3356                  1      Yes                13
## 132         8191                  3       No                12
## 133         4386                  0       No                11
## 134         7693                  4       No                21
## 135         6227                  1       No                11
## 136         9931                  1       No                24
## 137         6689                  1      Yes                11
## 138        13943                  8       No                11
## 139         4303                  7      Yes                21
## 140        14506                  2       No                12
## 141        18235                  4      Yes                12
## 142        26076                  1       No                12
## 143        24208                  6       No                13
## 144        22825                  4       No                14
## 145        13888                  5       No                20
## 146        16928                  1       No                14
## 147         4673                  1       No                13
## 148        10589                  2       No                13
## 149         6409                  8       No                22
## 150        20460                  0       No                21
## 151        11512                  2       No                17
## 152        21703                  1       No                12
## 153        16985                  1       No                14
## 154        15530                  3       No                12
## 155         6896                  1       No                14
## 156         6069                  7      Yes                12
## 157         4258                  3       No                14
## 158        13547                  7       No                11
## 159        11535                  8       No                11
## 160        23281                  3      Yes                17
## 161        15998                  1      Yes                12
## 162        12355                  1       No                12
## 163        20431                  0       No                12
## 164        23016                  3      Yes                13
## 165         5100                  0       No                15
## 166        22052                  1       No                13
## 167         3498                  3       No                16
## 168        22578                  4       No                19
## 169        22087                  3      Yes                12
## 170        26968                  4       No                22
## 171        25275                  7       No                23
## 172         2125                  8       No                18
## 173         8984                  5       No                11
## 174        21708                  0      Yes                14
## 175        13938                  6       No                13
## 176        25326                  1      Yes                11
## 177        21199                  5      Yes                13
## 178        15346                  6      Yes                14
## 179        15589                  1       No                14
## 180        12930                  4       No                22
## 181        19588                  2       No                18
## 182        19461                  3       No                15
## 183        16090                  4       No                12
## 184         9150                  4       No                18
## 185        17872                  1       No                11
## 186         2613                  1       No                23
## 187         4973                  1       No                17
## 188        21086                  6       No                14
## 189        15815                  3       No                14
## 190         8863                  1       No                15
## 191        11934                  1       No                13
## 192         8277                  2       No                14
## 193        26314                  2       No                14
## 194        19658                  2       No                14
## 195         4050                  0       No                12
## 196        23231                  1       No                11
## 197        18725                  3       No                23
## 198        11879                  6       No                17
## 199         2094                  3       No                14
## 200         9100                  1       No                21
## 201        17071                  4      Yes                16
## 202         7346                  1       No                17
## 203        19124                  1       No                12
## 204         3872                  7      Yes                13
## 205        20990                  2       No                11
## 206         7508                  1      Yes                13
## 207         9489                  8       No                13
## 208        11354                  7      Yes                19
## 209        10415                  5       No                14
## 210        21196                  3      Yes                13
## 211         5640                  0       No                23
## 212         7770                  6       No                13
## 213        15232                  3       No                17
## 214         4051                  9      Yes                13
## 215        15174                  0       No                13
## 216         8045                  2       No                14
## 217        22174                  3       No                19
## 218         2437                  3       No                11
## 219        23910                  1       No                14
## 220         9973                  1      Yes                20
## 221        18686                  1       No                22
## 222         5630                  2       No                14
## 223        16130                  1      Yes                25
## 224        12530                  1       No                14
## 225        14293                  2       No                19
## 226         4077                  1       No                13
## 227        10910                  1       No                12
## 228        12392                  1      Yes                16
## 229        17519                  0       No                21
## 230        11652                  2      Yes                19
## 231         5388                  1       No                19
## 232         9687                  1       No                13
## 233        24164                  7       No                11
## 234        17011                  2       No                14
## 235        19494                  1      Yes                12
## 236        14922                  5       No                11
## 237        17312                  5       No                11
## 238        18089                  1      Yes                12
## 239        19655                  4       No                14
## 240        21981                  5       No                15
## 241         6950                  1      Yes                21
## 242        13035                  3       No                22
## 243         4956                  0       No                23
## 244        15182                  3       No                12
## 245        17689                  1      Yes                15
## 246         6054                  6       No                14
## 247        25713                  1      Yes                14
## 248        18024                  0       No                14
## 249        13953                  3      Yes                14
## 250         5626                  7       No                16
## 251        20439                  1       No                12
## 252        25952                  4       No                13
## 253         6153                  1       No                14
## 254        21495                  0       No                17
## 255        25178                  2       No                11
## 256        24978                  4       No                13
## 257         3909                  1       No                11
## 258        12761                  7       No                14
## 259        24444                  2      Yes                13
## 260         7298                  6      Yes                19
## 261        11882                  7       No                14
## 262         7568                  6       No                13
## 263        22149                  5      Yes                13
## 264        18203                  1       No                15
## 265        13257                  0       No                12
## 266        16479                  0       No                13
## 267        11929                  7       No                14
## 268        24852                  1       No                12
## 269        18079                  1       No                20
## 270         9096                  0       No                15
## 271        19665                  4       No                22
## 272        19332                  1       No                12
## 273         7018                  1       No                21
## 274        13494                  4       No                13
## 275        13339                  8       No                11
## 276        18575                  4       No                13
## 277        24440                  1       No                13
## 278        10675                  0       No                19
## 279        26959                  1      Yes                11
## 280        16143                  0      Yes                16
## 281         6069                  1      Yes                17
## 282         3119                  2      Yes                13
## 283         9060                  4       No                17
## 284         7143                  4       No                12
## 285         6004                  1       No                13
## 286        22949                  1      Yes                12
## 287        26092                  1      Yes                23
## 288         8758                  0       No                11
## 289        22952                  0       No                14
## 290        20317                  1       No                16
## 291        11005                  3       No                14
## 292         6927                  7       No                15
## 293        11781                  1       No                16
## 294        17231                  0       No                18
## 295        17381                  1      Yes                21
## 296        20232                  7      Yes                11
## 297        14074                  1       No                17
## 298        22887                  1      Yes                24
## 299        10322                  0      Yes                22
## 300        24737                  5      Yes                13
## 301         8891                  1       No                14
## 302        11031                  1       No                22
## 303        23737                  5       No                12
## 304        18698                  1       No                19
## 305        26227                  4       No                24
## 306        10778                  0       No                17
## 307        20165                  4       No                18
## 308        22478                  3       No                17
## 309        12992                  3      Yes                14
## 310        15678                  0       No                22
## 311        13008                  9       No                17
## 312        20364                  7       No                15
## 313         4156                  1       No                12
## 314        13983                  2       No                17
## 315        11924                  8       No                14
## 316         8571                  1      Yes                17
## 317        11314                  6       No                18
## 318        14120                  1       No                12
## 319         3567                  3      Yes                12
## 320        21221                  1      Yes                12
## 321         3974                  6       No                20
## 322         7660                  1       No                12
## 323         2373                  9       No                12
## 324        21029                  8      Yes                23
## 325         7060                  1       No                16
## 326        17808                  1       No                19
## 327         3549                  0      Yes                14
## 328        11189                  6      Yes                17
## 329        18115                  1      Yes                16
## 330        16616                  0       No                14
## 331        22384                  4       No                14
## 332        25812                  1       No                11
## 333        11092                  1      Yes                12
## 334         6009                  1       No                11
## 335        21922                  9       No                21
## 336         3129                  1       No                22
## 337        18500                  1       No                11
## 338        22266                  0       No                17
## 339        17251                  3      Yes                14
## 340        19715                  1       No                13
## 341        13072                  9      Yes                14
## 342        14222                  1      Yes                12
## 343        21214                  4       No                15
## 344        22653                  1       No                20
## 345        13192                  8       No                19
## 346        25098                  0       No                12
## 347        15834                  2       No                11
## 348        26767                  1       No                20
## 349         4279                  2       No                13
## 350        20420                  7       No                11
## 351        14842                  9       No                13
## 352        12241                  4       No                11
## 353        21203                  3      Yes                13
## 354         8841                  3      Yes                18
## 355        26458                  0      Yes                13
## 356        15891                  3       No                18
## 357        23300                  1       No                19
## 358        18300                  5       No                16
## 359        10877                  1      Yes                22
## 360        20251                  0       No                11
## 361         5678                  0       No                14
## 362        10642                  1       No                17
## 363        25846                  1       No                15
## 364         5949                  0       No                19
## 365         6992                  4       No                14
## 366        18256                  9       No                11
## 367        22534                  4       No                13
## 368        19345                  0       No                12
## 369        12826                  2       No                16
## 370        10557                  7       No                16
## 371        11275                  1       No                12
## 372         2890                  0       No                11
## 373        20308                  1       No                18
## 374         9953                  1       No                11
## 375        21082                  1       No                11
## 376        24450                  1      Yes                13
## 377         8269                  1       No                16
## 378         2900                  3      Yes                12
## 379        26933                  0      Yes                18
## 380        11539                  4      Yes                11
## 381        16375                  4       No                11
## 382         8916                  1       No                23
## 383        24795                  4       No                11
## 384         9518                  3       No                13
## 385        10332                  9      Yes                12
## 386        16292                  1       No                13
## 387         9096                  1       No                14
## 388        22645                  4       No                12
## 389         7439                  3       No                15
## 390         9150                  1      Yes                11
## 391        13305                  5       No                17
## 392        21436                  7      Yes                19
## 393         3995                  1      Yes                13
## 394         2845                  4       No                19
## 395         9068                  5      Yes                14
## 396         7747                  0      Yes                18
## 397         2288                  6       No                13
## 398         3072                  1       No                15
## 399        26236                  1       No                21
## 400        19719                  5      Yes                18
## 401        24793                  2       No                20
## 402        16439                  2       No                16
## 403         5411                  4       No                12
## 404        22792                  4       No                12
## 405        17852                  1       No                11
## 406         2671                  4      Yes                14
## 407        13402                  1       No                14
## 408         6865                  1       No                14
## 409        22021                  2       No                16
## 410         5200                  6       No                24
## 411         8635                  0       No                21
## 412        15869                  1       No                12
## 413        10227                  4       No                21
## 414        26075                  8       No                13
## 415        12253                  0       No                16
## 416        24442                  2       No                14
## 417         7181                  0       No                14
## 418         7122                  4       No                18
## 419         9961                  1       No                13
## 420        21526                  1       No                18
## 421        17736                  1       No                15
## 422        23866                  3      Yes                15
## 423        20739                  4      Yes                18
## 424        19305                  1       No                15
## 425        24232                  1       No                11
## 426         5268                  5       No                13
## 427         7152                  1       No                13
## 428        10531                  1       No                17
## 429         9571                  0      Yes                14
## 430        23687                  6       No                13
## 431         5242                  1      Yes                11
## 432         8532                  9       No                16
## 433        22710                  3       No                20
## 434        10007                  1       No                13
## 435        20652                  2       No                12
## 436         3415                  1       No                18
## 437        16374                  6       No                17
## 438        20006                  0       No                13
## 439         3810                  1      Yes                14
## 440        19383                  0       No                13
## 441         2338                  4      Yes                14
## 442        25412                  9       No                17
## 443        14935                  2       No                11
## 444         4167                  4      Yes                18
## 445        14218                  7      Yes                17
## 446        10205                  7       No                12
## 447         9867                  7       No                15
## 448         5696                  5       No                18
## 449         5456                  1       No                11
## 450        24162                  1       No                15
## 451        21653                  0      Yes                13
## 452        21158                  1       No                13
## 453        13492                  1      Yes                18
## 454        10410                  1       No                14
## 455        17997                  7       No                11
## 456         4349                  1       No                14
## 457        22589                  1       No                11
## 458         8423                  0      Yes                22
## 459        10494                  2       No                22
## 460        22604                  1       No                16
## 461         9260                  4       No                17
## 462        10950                  2       No                11
## 463         6645                  4       No                11
## 464         6670                  2       No                20
## 465        15587                  9      Yes                16
## 466         4306                  5      Yes                11
## 467        17001                  3      Yes                21
## 468        22002                  3       No                12
## 469        21813                  8       No                18
## 470        26250                  1       No                11
## 471         6073                  1       No                11
## 472        14753                  1      Yes                24
## 473        15067                  4      Yes                14
## 474         9752                  5       No                13
## 475        22482                  1       No                16
## 476        20445                  4      Yes                21
## 477        24558                  4       No                19
## 478         4267                  5       No                12
## 479        17363                  9       No                13
## 480        15471                  1      Yes                25
## 481         6225                  0       No                12
## 482        14871                  3      Yes                19
## 483        26496                  1      Yes                15
## 484        13939                  4      Yes                18
## 485         3465                  1       No                12
## 486        19479                  8      Yes                11
## 487        16019                  1       No                13
## 488        15170                  1       No                17
## 489        19294                  9      Yes                13
## 490         7360                  3       No                11
## 491        25594                  9      Yes                11
## 492        22422                  4      Yes                11
## 493        23413                  9       No                11
## 494        21195                  1       No                19
## 495         6060                  1      Yes                13
## 496         5594                  2       No                14
## 497         9655                  3       No                21
## 498        11411                  1      Yes                12
## 499        16577                  6       No                13
## 500         3987                  6       No                19
## 501        12023                  7      Yes                14
## 502        12947                  5      Yes                14
## 503        11740                  2      Yes                11
## 504        10195                  1       No                11
## 505        26703                  3       No                19
## 506        15624                  3       No                12
## 507         9150                  1      Yes                13
## 508        15395                  2       No                11
## 509         2539                  4       No                17
## 510        16280                  1       No                12
## 511         5982                  1       No                11
## 512         3449                  3       No                21
## 513        17360                  6       No                13
## 514        15146                  1      Yes                12
## 515         2851                  1       No                24
## 516        16321                  5       No                18
## 517        18798                  1      Yes                18
## 518         8952                  8       No                22
## 519        23631                  0       No                12
## 520        10261                  1       No                16
## 521         8306                  1       No                16
## 522         7324                  1      Yes                17
## 523        18787                  2       No                17
## 524         2125                  1      Yes                17
## 525         8456                  3       No                17
## 526        23537                  2       No                12
## 527         6319                  4      Yes                11
## 528        17089                  1      Yes                12
## 529        26278                  1       No                18
## 530         4510                  9      Yes                18
## 531        24608                  0       No                18
## 532        21447                  6       No                13
## 533        23779                  1       No                24
## 534        16542                  5       No                18
## 535         4759                  1      Yes                11
## 536         5228                  4       No                14
## 537        20619                  7       No                16
## 538        24017                  0      Yes                11
## 539        21972                  1      Yes                16
## 540         2253                  7       No                13
## 541        11309                  1       No                13
## 542         6076                  6       No                19
## 543        25326                  1      Yes                15
## 544         7259                  9       No                14
## 545         7530                  1       No                11
## 546        20338                  1       No                12
## 547        22477                  4       No                11
## 548        11983                  6       No                14
## 549        26707                  3       No                17
## 550         8318                  1       No                16
## 551        19562                  1       No                12
## 552        23965                  1       No                13
## 553         4223                  1       No                21
## 554         5543                  4       No                17
## 555        14242                  9       No                14
## 556         3010                  4      Yes                11
## 557        23428                  7       No                11
## 558        22794                  1      Yes                13
## 559        11806                  1       No                13
## 560        20156                  1       No                17
## 561        15062                  4       No                12
## 562        21624                  2      Yes                14
## 563        12086                  9       No                14
## 564        26862                  4       No                20
## 565        24375                  3       No                21
## 566        13422                  6      Yes                12
## 567        19737                  4       No                13
## 568         5323                  1       No                11
## 569         7824                  7       No                17
## 570         4161                  3      Yes                18
## 571        26841                  5       No                21
## 572         8870                  1       No                19
## 573        19255                  1      Yes                12
## 574        22128                  1       No                21
## 575         7428                  1       No                20
## 576         2689                  1       No                18
## 577        11473                  4       No                14
## 578         7973                  3       No                14
## 579         3140                  0       No                13
## 580         4204                  1      Yes                11
## 581         9075                  3       No                11
## 582        15901                  2       No                14
## 583        24539                  3      Yes                16
## 584         3698                  1      Yes                20
## 585        19121                  2      Yes                13
## 586        16523                  8      Yes                15
## 587        15717                  7      Yes                12
## 588         6986                  7       No                23
## 589        19106                  4       No                18
## 590        16002                  3      Yes                15
## 591        10293                  1      Yes                14
## 592         7815                  0      Yes                23
## 593        15747                  3       No                15
## 594        22102                  1       No                14
## 595        25800                  1       No                13
## 596        21816                  1       No                22
## 597         9129                  3       No                16
## 598        13436                  6       No                22
## 599         5174                  1      Yes                20
## 600         3020                  2      Yes                16
## 601         7103                  1       No                13
## 602        25174                  4       No                14
## 603        17802                  0      Yes                12
## 604        26342                  1       No                13
## 605        14630                  1       No                13
## 606        13514                  3       No                19
## 607        24668                  7       No                11
## 608        19191                  1      Yes                24
## 609        23577                  0       No                12
## 610        21437                  0       No                19
## 611        10846                  0       No                12
## 612         2112                  2      Yes                17
## 613        21509                  7       No                20
## 614         9947                  1      Yes                13
## 615         9977                  5       No                11
## 616        11912                  1       No                14
## 617         8192                  8       No                11
## 618         4009                  5      Yes                21
## 619        21457                  4       No                15
## 620        16900                  1       No                18
## 621        19783                  1      Yes                18
## 622         6759                  1      Yes                19
## 623        13551                  2       No                16
## 624        16642                  1      Yes                16
## 625         5355                  7       No                11
## 626         3208                  1       No                11
## 627        15211                  1      Yes                12
## 628        15682                  0      Yes                14
## 629        15813                  3       No                18
## 630        17654                  1       No                14
## 631         7975                  8       No                20
## 632         6770                  1       No                21
## 633         4981                  8      Yes                12
## 634         2561                  5       No                22
## 635         9262                  8       No                16
## 636        26537                  1       No                13
## 637        14399                  0       No                17
## 638        22914                  1       No                18
## 639        21630                  1      Yes                11
## 640        16346                  0       No                11
## 641        13335                  1       No                22
## 642        10748                  2       No                12
## 643        17323                  7       No                15
## 644        14460                  1      Yes                23
## 645        20293                  6       No                17
## 646         8552                  7       No                11
## 647        13556                  1       No                12
## 648         6217                  1       No                15
## 649        23016                  0       No                14
## 650         3339                  3      Yes                14
## 651        21731                  1       No                19
## 652        10893                  0      Yes                18
## 653        13782                  9       No                17
## 654        23978                  3       No                21
## 655         9129                  5       No                16
## 656        22722                  1      Yes                13
## 657        15736                  5       No                16
## 658        24456                  3       No                20
## 659        10110                  6      Yes                15
## 660        22656                  1       No                13
## 661        21146                  1       No                15
## 662         8416                  3       No                12
## 663         5596                  4      Yes                12
## 664         9541                  1       No                20
## 665        10034                  0       No                20
## 666        23060                  8      Yes                12
## 667         6599                  1       No                14
## 668         6705                  7       No                13
## 669        22845                  1       No                18
## 670        23474                  3       No                14
## 671        25258                  4       No                13
## 672         3921                  1       No                14
## 673        11827                  0       No                14
## 674        16612                  1      Yes                19
## 675        22490                  7       No                17
## 676         9946                  2       No                14
## 677        23361                  0       No                15
## 678        26849                  1       No                11
## 679         9192                  7       No                13
## 680        11737                  3       No                15
## 681        18154                  1       No                12
## 682        15238                  7       No                20
## 683         7419                  6       No                14
## 684        23402                  3      Yes                16
## 685         6672                  1       No                11
## 686        14394                  1       No                25
## 687        22930                  0      Yes                12
## 688        13248                  6       No                21
## 689         9241                  1       No                22
## 690         7129                  5       No                13
## 691        14814                  3       No                11
## 692        10268                  1      Yes                12
## 693        17078                  3       No                23
## 694         3427                  9      Yes                23
## 695         7677                  1       No                14
## 696        13137                  1      Yes                18
## 697         5602                  2       No                25
## 698         9945                  8       No                16
## 699        18420                  1      Yes                12
## 700        10849                  5       No                11
## 701        15434                  1       No                11
## 702         5829                  1       No                20
## 703        13755                  4      Yes                11
## 704         6889                  0      Yes                11
## 705        25657                  8       No                17
## 706        13430                  7       No                14
## 707        15696                  4       No                15
## 708        24609                  9       No                18
## 709        16376                  1       No                11
## 710         4544                  1       No                11
## 711        25927                  1      Yes                23
## 712        22102                  3       No                12
## 713        16620                  5       No                11
## 714         7246                  4       No                11
## 715        14229                  1       No                15
## 716        11585                  1       No                11
## 717         2706                  1       No                18
## 718         7909                  3       No                13
## 719        10414                  3      Yes                24
## 720         8039                  0       No                17
## 721         9606                  1       No                15
## 722        26493                  3       No                17
## 723        20284                  5       No                14
## 724        15669                  0       No                11
## 725        13624                  4       No                13
## 726         7505                  0       No                12
## 727        21222                  5       No                15
## 728         5972                  1      Yes                17
## 729        23213                  1      Yes                18
## 730        19299                  0       No                14
## 731        23814                  4       No                21
## 732        17778                  4      Yes                18
## 733        19555                  1       No                12
## 734        23914                  8       No                12
## 735        22061                  1       No                13
## 736        26997                  0       No                14
## 737         8828                  0       No                11
## 738        16490                  5       No                17
## 739         6179                  1       No                16
## 740        14004                  4       No                14
## 741        24835                  2       No                18
## 742        25291                  9       No                21
## 743         3031                  1       No                17
## 744        12862                  1       No                13
## 745        13684                  0      Yes                22
## 746        10036                  0       No                14
## 747         3157                  4      Yes                15
## 748        25755                  0       No                20
## 749         3622                  1       No                13
## 750        10515                  0       No                14
## 751        17205                  1      Yes                14
## 752         8319                  1      Yes                11
## 753        20689                  2      Yes                15
## 754        14011                  5       No                21
## 755        24001                  9       No                12
## 756         2104                  2       No                14
## 757        19170                  1      Yes                25
## 758        21534                  2       No                14
## 759        26176                  7       No                19
## 760         2493                  2      Yes                16
## 761        11479                  6      Yes                20
## 762        12982                  1      Yes                11
## 763        22074                  1       No                13
## 764        24920                  0       No                12
## 765         2243                  0       No                19
## 766        23447                  1      Yes                14
## 767        18863                  1       No                13
## 768        11373                  3       No                15
## 769        17433                  2       No                11
## 770        17970                  1       No                13
## 771         4317                  3       No                14
## 772         2137                  1       No                25
## 773         6420                  0       No                25
## 774        21777                  0      Yes                17
## 775        18611                  2      Yes                14
## 776        19630                  1       No                18
## 777        15428                  0       No                21
## 778        14947                  1       No                12
## 779        11925                  1       No                20
## 780        26124                  9      Yes                14
## 781        21728                  1      Yes                22
## 782        20978                  1       No                11
## 783        22650                  3      Yes                11
## 784         4905                  1       No                12
## 785         3536                  7       No                11
## 786         8847                  3       No                11
## 787        22984                  2       No                11
## 788        17747                  2       No                15
## 789        19805                  8       No                12
## 790        18830                  1       No                18
## 791        23070                  4       No                25
## 792         5711                  2       No                15
## 793        14199                  3      Yes                19
## 794         8202                  1       No                13
## 795        23793                  1      Yes                15
## 796         3164                  1      Yes                11
## 797         7501                  0      Yes                14
## 798        15999                  1      Yes                17
## 799         6148                  1      Yes                25
## 800        26308                  6       No                20
## 801         3193                  2       No                19
## 802         8346                  4      Yes                13
## 803         5355                  1      Yes                14
## 804        10333                  0      Yes                22
## 805        25043                  4       No                12
## 806        25949                  7      Yes                13
## 807        12477                  2       No                11
## 808        11992                  1       No                24
## 809         3811                  1       No                12
## 810        13364                  0      Yes                16
## 811        11012                  1       No                11
## 812         4910                  4       No                11
## 813         5915                  1      Yes                12
## 814         5220                  3       No                11
## 815        12102                  0       No                19
## 816         6311                  0       No                13
## 817        20234                  5      Yes                24
## 818        25995                  0       No                11
## 819        11162                  0       No                13
## 820        23352                  3      Yes                11
## 821        18783                  3       No                17
## 822        10732                  2       No                14
## 823         8978                  1       No                21
## 824         6233                  1       No                12
## 825        12421                  9      Yes                12
## 826        21445                  9       No                17
## 827        19002                  2       No                13
## 828         6039                  0      Yes                12
## 829        15963                  4       No                14
## 830         7999                  1       No                11
## 831        14039                  1      Yes                15
## 832        26820                  1      Yes                19
## 833        12449                  1       No                12
## 834         7172                  1       No                25
## 835        25592                  1      Yes                15
## 836        24666                  1       No                13
## 837         5182                  7      Yes                15
## 838        19921                  1       No                12
## 839        19271                  8      Yes                12
## 840        13583                  4       No                12
## 841        25233                  1       No                13
## 842         9769                  1       No                13
## 843        19028                  3       No                22
## 844         5494                  0       No                11
## 845        25353                  5       No                12
## 846        13535                  1       No                12
## 847        16102                  1       No                14
## 848        10942                  0       No                17
## 849         6110                  2      Yes                12
## 850         7102                  0       No                18
## 851        24788                  3      Yes                11
## 852        16117                  1       No                13
## 853        12682                  0      Yes                12
## 854         4824                  0       No                19
## 855        25388                  0      Yes                11
## 856        16192                  1       No                13
## 857         8556                  5      Yes                11
## 858        14034                  1       No                24
## 859         6961                  2       No                21
## 860        14075                  1       No                11
## 861         4257                  0       No                14
## 862        20364                  3       No                14
## 863         4652                  8      Yes                13
## 864        10225                  9      Yes                12
## 865        14720                  4      Yes                18
## 866        18706                  1       No                11
## 867        12069                  0       No                18
## 868        24200                  3      Yes                17
## 869        20100                  4      Yes                19
## 870        15986                  5       No                11
## 871        19246                  1       No                20
## 872        17241                  3       No                18
## 873         9277                  6      Yes                17
## 874         9238                  1       No                22
## 875        16290                  1       No                11
## 876         3335                  3       No                14
## 877        15480                  0       No                13
## 878        25308                  1       No                20
## 879        22310                  1       No                25
## 880        24439                  3       No                16
## 881        15986                  4       No                11
## 882         6762                  3       No                22
## 883         3487                  1       No                14
## 884        24008                  0       No                19
## 885         3687                  2       No                19
## 886        10022                  0      Yes                19
## 887        21143                  8       No                17
## 888         4187                  3       No                14
## 889         9528                  3       No                22
## 890         7108                  1       No                17
## 891        22455                  1       No                13
## 892        17799                  3       No                12
## 893        13596                  1       No                16
## 894        16673                  1      Yes                20
## 895        20948                  3       No                14
## 896        19989                  3       No                14
## 897        10092                  2      Yes                20
## 898        26582                  0      Yes                13
## 899        23553                  1       No                12
## 900        11868                  4       No                13
## 901        16632                  9       No                12
## 902         9282                  7       No                12
## 903        13693                  8       No                14
## 904         4060                  8       No                19
## 905         5404                  3       No                13
## 906        13401                  0       No                17
## 907         3142                  2      Yes                13
## 908        23177                  7       No                16
## 909        11179                  1      Yes                13
## 910        15178                  1       No                13
## 911        18625                  3       No                14
## 912         5224                  0      Yes                11
## 913        25605                  4       No                17
## 914         5615                  2       No                12
## 915        23371                  6       No                14
## 916        24812                  0       No                14
## 917        12719                  1       No                25
## 918         9125                  1       No                13
## 919        23384                  1       No                22
## 920         9964                  4      Yes                20
## 921        18398                  0       No                14
## 922         4892                  1       No                19
## 923         7858                  7       No                14
## 924        12858                  7       No                16
## 925        18685                  3       No                25
## 926        22495                  3      Yes                13
## 927        11693                  1       No                15
## 928         3376                  3       No                12
## 929         7324                  1      Yes                13
## 930        11864                  0       No                13
## 931        12313                  1      Yes                14
## 932        19373                  3       No                15
## 933        19566                  1       No                16
## 934        13384                  9      Yes                14
## 935        13008                  1       No                19
## 936        16998                  2      Yes                11
## 937        12368                  7       No                16
## 938        25150                  2       No                15
## 939         5340                  7       No                13
## 940         3692                  1       No                19
## 941        21831                  3       No                14
## 942         4658                  2       No                11
## 943         2354                  7       No                11
## 944         4658                  0       No                18
## 945         9724                  1       No                12
## 946        24483                  1       No                19
## 947         4567                  1       No                13
## 948         3032                  1       No                22
## 949        22808                  0      Yes                11
## 950        10339                  4      Yes                12
## 951         6161                  3       No                22
## 952        22217                  1       No                14
## 953        13848                  3       No                15
## 954        19826                  0      Yes                14
## 955         8770                  9       No                15
## 956         6595                  4       No                21
## 957        21698                  4       No                11
## 958        11135                  9       No                12
## 959        11591                  3      Yes                16
## 960        25761                  7      Yes                12
## 961        22673                  1       No                19
## 962        24447                  1       No                17
## 963         4284                  2       No                15
## 964        18767                  9       No                15
## 965        26897                  1       No                11
## 966        16701                  5      Yes                12
## 967         8489                  1       No                14
## 968         3809                  1       No                13
## 969         9490                  2       No                22
## 970        14180                  2      Yes                13
## 971         5099                  1       No                14
## 972        17369                  0      Yes                11
## 973         6842                  0      Yes                11
## 974        11757                  1       No                13
## 975        24117                  1       No                15
## 976        14961                  1      Yes                13
## 977        13119                  2       No                13
## 978        22154                  0       No                13
## 979        23457                  1      Yes                20
## 980        12124                  2       No                13
## 981        26204                  0       No                23
## 982        11563                  2      Yes                19
## 983         3300                  7       No                15
## 984        21378                  0       No                18
## 985        14369                  4       No                13
## 986        15318                  3      Yes                14
## 987         4223                  0      Yes                11
## 988        23343                  4       No                12
## 989         5083                  1      Yes                13
## 990         7551                  0      Yes                16
## 991         7790                  8       No                11
## 992        17616                  1       No                16
## 993        13982                  0      Yes                19
## 994        25440                  5       No                12
## 995        19899                  1      Yes                13
## 996        12482                  1       No                14
## 997        12127                  0       No                17
## 998         5652                  6       No                19
## 999         6812                  6       No                13
## 1000       18016                  1      Yes                24
## 1001       10425                  8      Yes                22
## 1002       25751                  3       No                19
## 1003       25518                  0       No                13
## 1004        7389                  5       No                13
## 1005       16530                  8       No                12
## 1006       16495                  3      Yes                12
## 1007       13251                  1       No                19
## 1008       18899                  9       No                14
## 1009       18640                  3       No                18
## 1010       16047                  2      Yes                20
## 1011       22573                  6       No                11
## 1012       15000                  6       No                15
## 1013       24624                  1      Yes                11
## 1014        6208                  4       No                17
## 1015       22967                  5       No                15
## 1016        5855                  5       No                12
## 1017        8007                  0      Yes                11
## 1018       11439                  1       No                13
## 1019        8053                  2       No                12
## 1020       13493                  1       No                15
## 1021       16177                  0       No                19
## 1022       15276                  4       No                15
## 1023        5141                  8       No                14
## 1024        3395                  3       No                23
## 1025       12888                  4       No                13
## 1026       15302                  2       No                13
## 1027       17822                  3       No                12
## 1028       12090                  1      Yes                11
## 1029       24785                  9       No                14
## 1030        2326                  9       No                14
## 1031       20497                  0      Yes                13
## 1032        5033                  0       No                13
## 1033        8842                  1      Yes                16
## 1034       14908                  1      Yes                13
## 1035       23099                  3       No                11
## 1036       26999                  1      Yes                11
## 1037       22807                  1       No                23
## 1038        6729                  2       No                15
## 1039        7914                  7       No                21
## 1040       25549                  4       No                12
## 1041       11652                  0       No                11
## 1042        3339                  3      Yes                11
## 1043       12695                  0       No                19
## 1044        2823                  1      Yes                14
## 1045        2122                  1       No                14
## 1046        7160                  1       No                15
## 1047        7653                  4       No                11
## 1048       23364                  6       No                11
## 1049       25681                  1      Yes                13
## 1050       22098                  6      Yes                14
## 1051       14618                  0       No                16
## 1052        7703                  1       No                13
## 1053        2227                  4      Yes                14
## 1054        9834                  5       No                18
## 1055        6297                  2       No                13
## 1056        9396                  5       No                13
## 1057        9679                  5       No                19
## 1058        7744                  5      Yes                22
## 1059       12832                  2       No                13
## 1060       19911                  0       No                17
## 1061        2721                  0       No                24
## 1062       17000                  1       No                13
## 1063        5335                  3       No                23
## 1064       25103                  1      Yes                21
## 1065       17056                  2      Yes                13
## 1066        4344                  1       No                14
## 1067       12549                  2       No                14
## 1068        3854                  5       No                11
## 1069       17456                  0       No                14
## 1070        9983                  7       No                15
## 1071        6527                  8       No                14
## 1072        4156                  1       No                12
## 1073        5050                  1       No                17
## 1074        9128                  3       No                16
## 1075       20328                  4       No                16
## 1076       24097                  8       No                23
## 1077       10735                  4       No                11
## 1078       18624                  1       No                11
## 1079       26285                  4       No                12
## 1080       12932                  2       No                11
## 1081        2725                  2       No                14
## 1082        8952                  1       No                12
## 1083       26956                  1       No                19
## 1084       18659                  9       No                11
## 1085        8787                  0       No                21
## 1086       23772                  5      Yes                21
## 1087       20943                  1       No                19
## 1088       20471                  6      Yes                13
## 1089       10077                  0      Yes                12
## 1090        7100                  1      Yes                11
## 1091       11866                  1      Yes                14
## 1092       10436                  1       No                24
## 1093       10056                  1      Yes                14
## 1094       11591                  7       No                12
## 1095       18384                  1       No                12
## 1096       15701                  6       No                12
## 1097       18697                  2       No                14
## 1098        9732                  6       No                11
## 1099        3956                  1       No                13
## 1100        4992                  1       No                15
## 1101        6499                  1       No                14
## 1102       22553                  7       No                12
## 1103       19682                  3       No                18
## 1104       20715                  7      Yes                18
## 1105       23293                  2       No                18
## 1106       17940                  0       No                14
## 1107       14377                  1      Yes                14
## 1108       26894                  4       No                11
## 1109       12916                  1       No                14
## 1110       15975                  0       No                16
## 1111       12250                  1       No                12
## 1112       11038                  3      Yes                14
## 1113       24619                  7      Yes                12
## 1114       23452                  3      Yes                14
## 1115       13084                  2       No                23
## 1116       23844                  0       No                19
## 1117       21123                  2      Yes                12
## 1118       16392                  0       No                11
## 1119        9255                  2      Yes                13
## 1120        2912                  1      Yes                18
## 1121       16586                  4      Yes                13
## 1122       16154                  2       No                22
## 1123        5771                  1       No                21
## 1124       20462                  9       No                23
## 1125       21643                  0       No                17
## 1126       20989                  0       No                21
## 1127       14168                  1      Yes                16
## 1128       21821                  8       No                20
## 1129       15896                  1       No                19
## 1130        6881                  1       No                15
## 1131       13523                  9       No                12
## 1132       17334                  6      Yes                13
## 1133        5718                  1       No                13
## 1134       23826                  1       No                22
## 1135       10224                  7       No                22
## 1136       11141                  1       No                16
## 1137       17663                  6       No                20
## 1138        4297                  0       No                17
## 1139        9647                  0       No                12
## 1140        3525                  1       No                24
## 1141       14408                  0       No                21
## 1142       21173                  0       No                11
## 1143       22245                  7       No                14
## 1144       24252                  1       No                14
## 1145       10503                  4      Yes                11
## 1146       23333                  8       No                15
## 1147       10228                  2       No                12
## 1148       16031                  8       No                12
## 1149        5598                  1       No                15
## 1150       15830                  1       No                19
## 1151       15748                  1       No                11
## 1152       20392                  3       No                20
## 1153       16885                  3       No                12
## 1154       22955                  1      Yes                11
## 1155        5549                  1       No                14
## 1156        7192                  3       No                18
## 1157       23522                  6      Yes                19
## 1158       19573                  4      Yes                22
## 1159        7950                  1       No                13
## 1160        2819                  6       No                20
## 1161       10826                  1      Yes                11
## 1162       15397                  4      Yes                14
## 1163        7003                  1       No                13
## 1164       23848                  4       No                17
## 1165       20898                  1      Yes                14
## 1166        7331                  1       No                20
## 1167       26542                  4       No                20
## 1168       19558                  0       No                11
## 1169        5013                  0       No                12
## 1170       22977                  1      Yes                12
##      PerformanceRating RelationshipSatisfaction StockOptionLevel
## 1                    3                        3                1
## 2                    3                        1                0
## 3                    3                        3                0
## 4                    3                        3                2
## 5                    3                        3                0
## 6                    4                        3                2
## 7                    3                        1                0
## 8                    3                        3                3
## 9                    3                        4                1
## 10                   3                        2                1
## 11                   3                        4                0
## 12                   3                        2                1
## 13                   4                        2                0
## 14                   3                        1                1
## 15                   3                        3                0
## 16                   3                        4                1
## 17                   3                        3                1
## 18                   3                        3                0
## 19                   3                        1                3
## 20                   3                        4                1
## 21                   3                        3                1
## 22                   3                        4                0
## 23                   3                        2                1
## 24                   3                        4                0
## 25                   3                        1                0
## 26                   3                        3                1
## 27                   3                        4                1
## 28                   3                        1                0
## 29                   3                        2                0
## 30                   3                        1                1
## 31                   3                        4                3
## 32                   3                        4                3
## 33                   3                        2                1
## 34                   3                        2                1
## 35                   4                        2                0
## 36                   4                        3                0
## 37                   3                        3                0
## 38                   3                        2                3
## 39                   3                        1                0
## 40                   3                        1                1
## 41                   4                        4                1
## 42                   3                        1                0
## 43                   3                        2                1
## 44                   4                        4                0
## 45                   4                        4                1
## 46                   3                        3                0
## 47                   3                        2                0
## 48                   3                        2                2
## 49                   3                        4                0
## 50                   3                        4                1
## 51                   3                        4                0
## 52                   4                        3                1
## 53                   3                        4                1
## 54                   3                        2                0
## 55                   4                        4                0
## 56                   4                        2                2
## 57                   3                        4                0
## 58                   3                        4                0
## 59                   3                        1                2
## 60                   3                        4                0
## 61                   3                        1                1
## 62                   3                        1                0
## 63                   3                        3                1
## 64                   3                        3                0
## 65                   3                        1                1
## 66                   3                        4                2
## 67                   3                        2                0
## 68                   3                        3                0
## 69                   3                        4                1
## 70                   3                        2                0
## 71                   4                        1                1
## 72                   3                        4                0
## 73                   3                        1                0
## 74                   3                        1                1
## 75                   3                        3                0
## 76                   4                        4                0
## 77                   3                        4                0
## 78                   3                        2                0
## 79                   3                        4                0
## 80                   3                        3                3
## 81                   3                        1                0
## 82                   3                        2                1
## 83                   3                        4                1
## 84                   3                        1                2
## 85                   3                        4                0
## 86                   3                        1                0
## 87                   3                        4                0
## 88                   4                        4                1
## 89                   3                        4                0
## 90                   3                        4                0
## 91                   4                        3                1
## 92                   3                        1                1
## 93                   3                        2                0
## 94                   3                        3                0
## 95                   3                        2                0
## 96                   4                        3                0
## 97                   3                        4                1
## 98                   3                        4                1
## 99                   3                        3                3
## 100                  3                        1                1
## 101                  3                        2                0
## 102                  3                        1                1
## 103                  3                        1                1
## 104                  3                        1                1
## 105                  3                        2                0
## 106                  4                        2                1
## 107                  3                        1                1
## 108                  3                        1                1
## 109                  4                        4                1
## 110                  3                        4                0
## 111                  3                        4                1
## 112                  3                        2                1
## 113                  3                        4                0
## 114                  3                        1                1
## 115                  3                        4                3
## 116                  3                        4                0
## 117                  3                        2                0
## 118                  3                        1                1
## 119                  3                        1                1
## 120                  3                        4                0
## 121                  3                        1                1
## 122                  3                        4                0
## 123                  3                        3                1
## 124                  4                        1                0
## 125                  3                        1                0
## 126                  3                        4                0
## 127                  4                        2                0
## 128                  3                        4                2
## 129                  3                        1                0
## 130                  3                        4                1
## 131                  3                        2                1
## 132                  3                        3                0
## 133                  3                        4                3
## 134                  4                        3                0
## 135                  3                        2                1
## 136                  4                        4                1
## 137                  3                        4                1
## 138                  3                        3                1
## 139                  4                        4                0
## 140                  3                        1                0
## 141                  3                        1                1
## 142                  3                        4                2
## 143                  3                        2                1
## 144                  3                        2                1
## 145                  4                        2                3
## 146                  3                        1                1
## 147                  3                        4                1
## 148                  3                        4                1
## 149                  4                        4                0
## 150                  4                        2                1
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##      TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
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## 1110                 6                     2               1              5
## 1111                15                     5               3             14
## 1112                14                     1               1              6
## 1113                15                     2               4              7
## 1114                18                     4               3              4
## 1115                25                     3               3             17
## 1116                 8                     2               2              7
## 1117                18                     2               2              1
## 1118                10                     6               3              9
## 1119                24                     3               3              6
## 1120                 8                     3               3              8
## 1121                20                     3               3              3
## 1122                27                     3               2              5
## 1123                10                     6               3             10
## 1124                22                     1               3             20
## 1125                 2                     5               2              1
## 1126                 1                     5               4              0
## 1127                 6                     4               3              6
## 1128                 9                     3               3              5
## 1129                22                     2               3             22
## 1130                 4                     3               2              4
## 1131                 9                     3               3              2
## 1132                21                     4               3             19
## 1133                10                     4               3             10
## 1134                 4                     3               3              4
## 1135                10                     2               4              5
## 1136                 6                     2               3              5
## 1137                17                     3               3              5
## 1138                10                     2               3              9
## 1139                17                     6               2             16
## 1140                14                     3               3             14
## 1141                10                     2               3              9
## 1142                10                     2               3              9
## 1143                27                     3               3             15
## 1144                 4                     3               3              4
## 1145                14                     3               3             10
## 1146                 8                     3               3              5
## 1147                 6                     3               4              4
## 1148                 4                     0               2              2
## 1149                 3                     5               3              3
## 1150                11                     3               3             11
## 1151                 4                     2               3              4
## 1152                 8                     3               3              6
## 1153                20                     4               2              4
## 1154                 1                     4               2              1
## 1155                16                     2               2             15
## 1156                21                     6               3              7
## 1157                 5                     3               3              3
## 1158                15                     2               3              1
## 1159                 4                     0               3              4
## 1160                 7                     0               3              3
## 1161                 6                     4               3              6
## 1162                10                     4               4              1
## 1163                11                     3               4             11
## 1164                12                     3               4              6
## 1165                 8                     2               3              8
## 1166                 2                     2               3              2
## 1167                14                     6               3             11
## 1168                 6                     6               3              5
## 1169                 6                     5               2              5
## 1170                 8                     3               2              8
##      YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1                     2                       0         8.390041
## 2                     7                       4         9.884610
## 3                     2                       2         9.144414
## 4                    10                       5         9.251674
## 5                     3                       1         8.232174
## 6                     7                       1         9.081711
## 7                     2                       0         7.662468
## 8                     0                       0         8.808967
## 9                     1                       0         7.705262
## 10                    2                       7         8.529714
## 11                   12                       6         9.872616
## 12                    2                       2         7.903227
## 13                    5                       1         9.232200
## 14                    0                       0         7.814400
## 15                    6                       5         8.138273
## 16                    8                       0         8.843904
## 17                    7                       6         8.813587
## 18                    0                       0         8.567506
## 19                    0                       1         7.983440
## 20                    0                       2         8.523772
## 21                    2                       0         9.087834
## 22                    2                       2         9.002085
## 23                    7                       4         8.644530
## 24                    2                       0         8.581482
## 25                    0                       1         8.846353
## 26                    9                       3         9.809891
## 27                    8                       7         9.202711
## 28                    2                       0         9.014812
## 29                    2                       2         9.254166
## 30                    3                       1         8.356555
## 31                    7                       0         8.448486
## 32                   11                       2         7.614805
## 33                    7                       7         9.733411
## 34                    0                       1         7.722235
## 35                    0                       0         9.177714
## 36                    1                       0         7.935230
## 37                   12                       6         9.240482
## 38                    2                       2         8.721602
## 39                    3                       7         9.889236
## 40                    2                       2         7.934155
## 41                    9                      14         9.698368
## 42                    7                       3         8.799662
## 43                    2                       2         7.858254
## 44                    0                       0         9.883948
## 45                    0                       0         7.109062
## 46                    9                       5         8.208764
## 47                    0                       0         8.815073
## 48                    7                       2         9.075665
## 49                    0                       0         7.537963
## 50                    2                       2         7.612831
## 51                    0                       0         7.870548
## 52                    8                       1         9.888425
## 53                    5                       7         7.606387
## 54                    7                       0         8.399985
## 55                    7                       1         8.394800
## 56                    3                       0         7.735870
## 57                    2                       2         7.922624
## 58                    9                       1         8.460199
## 59                    2                       0         9.518046
## 60                    0                       1         7.019297
## 61                    7                       3         9.242323
## 62                    7                       1         8.867005
## 63                    2                       1         8.028455
## 64                    0                       0         7.322510
## 65                    0                       0         7.700748
## 66                    2                       0         8.101072
## 67                   11                      11         8.801770
## 68                    2                       1         7.881182
## 69                    2                       1         7.693482
## 70                   12                       5         7.656810
## 71                    3                       1         7.930925
## 72                    4                       1         9.043459
## 73                    0                       0         8.685416
## 74                    0                       0         8.469263
## 75                    7                       7         9.041448
## 76                    8                       3         8.296796
## 77                    9                       8         8.865453
## 78                    0                       0         9.773777
## 79                    7                      12         9.089866
## 80                    0                       0         7.029088
## 81                    0                       0         8.471568
## 82                    7                       0         8.836810
## 83                    3                       7         8.579417
## 84                    7                       6         8.695172
## 85                   14                       5         8.596004
## 86                    3                       4         9.527047
## 87                    7                       1         8.509161
## 88                    2                       0         8.227643
## 89                    8                       1         9.074062
## 90                    2                       2         9.849401
## 91                    0                       0         7.439559
## 92                    8                       3         8.900549
## 93                    0                       0         7.644919
## 94                    2                       0         8.722906
## 95                    4                       4         9.899781
## 96                   16                      11         8.498418
## 97                   12                       5         9.717519
## 98                    0                       0         8.549273
## 99                    2                       0         8.064636
## 100                   4                       0         8.099858
## 101                   0                       1         7.649216
## 102                   7                       9         9.286653
## 103                   2                       1         8.785387
## 104                   2                       0         7.944137
## 105                   8                       8         9.717037
## 106                   7                       0         8.393895
## 107                   7                       0         8.370779
## 108                   9                       1         9.885120
## 109                   7                       3         9.096724
## 110                   2                       1         7.799343
## 111                   1                       0         7.902118
## 112                   8                       7         9.746775
## 113                   6                       4         9.253879
## 114                   0                       0         8.535622
## 115                   7                       1         9.101195
## 116                   0                       0         8.941415
## 117                   3                       1         8.507143
## 118                   3                       0         8.300280
## 119                   8                       1         7.804251
## 120                  11                       4         8.807921
## 121                   7                       0         9.368455
## 122                   2                       1         7.774856
## 123                   4                       0         9.283684
## 124                   7                       0         8.301025
## 125                   7                       0         8.423761
## 126                   8                       0         8.557183
## 127                   2                       6         8.273592
## 128                   8                       3         8.683724
## 129                   7                       1         8.314097
## 130                  17                       2         9.489864
## 131                   0                       0         8.339740
## 132                   1                       0         8.413387
## 133                   5                       0         8.416931
## 134                   4                       1         8.574518
## 135                   7                       0         8.567316
## 136                   7                       3         8.353261
## 137                   0                       0         7.748891
## 138                   7                       0         9.281637
## 139                   2                       2         7.784889
## 140                   3                       1         8.913012
## 141                  16                      15         9.503159
## 142                   2                       2         7.771489
## 143                   7                       0         9.291459
## 144                   4                       0         8.779865
## 145                  11                      11         8.760453
## 146                   3                       0         8.444407
## 147                   7                       1         7.921536
## 148                   2                       2         8.762802
## 149                   3                       1         8.187855
## 150                   3                       0         8.492286
## 151                   1                       1         8.350666
## 152                   7                       0         8.593413
## 153                   8                       4         8.609590
## 154                   2                       1         8.834919
## 155                   0                       1         7.604894
## 156                   2                       2         8.462948
## 157                   8                       5         8.644178
## 158                   7                      11         9.406647
## 159                   7                       0         9.289152
## 160                   0                       0         9.487290
## 161                   8                       3         8.542081
## 162                   7                       1         9.073604
## 163                   0                       1         8.868413
## 164                   2                       0         8.786457
## 165                   9                       6         8.989694
## 166                   2                       0         7.622664
## 167                   2                       1         9.705829
## 168                   1                       0         9.691778
## 169                   9                       6         8.626406
## 170                   5                       1         7.829630
## 171                   7                       7         8.576217
## 172                   7                       1         8.606485
## 173                   2                       1         9.261699
## 174                   8                       0         9.033603
## 175                  13                      15         9.605890
## 176                   2                       2         7.635304
## 177                   2                       1         9.896413
## 178                   2                       1         7.621685
## 179                   8                       3         9.104758
## 180                   3                       0         9.069468
## 181                   7                       6         9.237372
## 182                   7                       1         8.838262
## 183                   2                       1         8.463581
## 184                   0                       2         9.033126
## 185                   3                       0         8.230844
## 186                   2                       0         7.635304
## 187                   7                       0         8.557567
## 188                   2                       1         9.678592
## 189                   4                       1         9.859745
## 190                   4                       0         8.347827
## 191                   8                       1         8.661294
## 192                   2                       2         9.173365
## 193                   7                       0         8.478452
## 194                   7                       6         8.306719
## 195                   3                       1         8.269757
## 196                   0                       0         7.909489
## 197                   2                       0         7.637716
## 198                   8                       2         9.481893
## 199                   6                       5         9.234838
## 200                   0                       0         7.662468
## 201                   0                       0         9.487517
## 202                   4                       0         8.735525
## 203                  13                       6         8.726157
## 204                   7                       3         7.703459
## 205                   3                       1         8.276649
## 206                   7                       7         7.847372
## 207                   3                       1         8.584104
## 208                   0                       0         8.805825
## 209                   2                       2         8.072155
## 210                   7                       0         9.010547
## 211                   7                       0         9.515617
## 212                   0                       0         9.814820
## 213                   0                       0         8.451053
## 214                   3                       0         8.709795
## 215                   2                       1         7.623153
## 216                   1                       1         7.760041
## 217                   0                       0         9.192584
## 218                  17                       4         9.751152
## 219                   4                       0         7.875499
## 220                   5                       2         7.963808
## 221                   5                       1         8.744169
## 222                   1                       0         8.363109
## 223                   5                       1         8.588211
## 224                   0                       0         7.354362
## 225                   2                       0         8.470311
## 226                   8                       1         8.228978
## 227                   0                       0         7.576097
## 228                   2                       2         7.752765
## 229                   2                       0         8.516993
## 230                  11                       2         9.544381
## 231                   7                       3         8.660427
## 232                   2                       2         7.607878
## 233                   5                      14         9.467769
## 234                   2                       0         8.689464
## 235                  12                       4         9.738554
## 236                   1                      11         9.269458
## 237                   6                       4         9.845858
## 238                   4                       0         8.751791
## 239                   0                       1         7.690286
## 240                  11                       1         9.493186
## 241                   9                       5         8.910046
## 242                   0                       0         9.801510
## 243                   4                       0         7.902118
## 244                   2                       2         8.389360
## 245                   7                       1         8.528331
## 246                   3                       0         7.836765
## 247                   9                       4         8.873888
## 248                   2                       2         7.727094
## 249                   2                       3         8.606485
## 250                  16                      11         9.716857
## 251                   1                       0         7.604894
## 252                   7                       0         8.532870
## 253                   0                       0         7.729296
## 254                   0                       0         7.991592
## 255                   8                       4         9.529303
## 256                   2                       1         7.798933
## 257                   2                       2         7.933438
## 258                   2                       0         8.471987
## 259                   3                       1         9.181220
## 260                   2                       0         8.288283
## 261                   0                       0         7.932003
## 262                   7                       0         7.767264
## 263                   4                       0         7.798113
## 264                   1                       0         7.676474
## 265                   3                       1         7.928046
## 266                   4                       0         7.793999
## 267                   8                       6         9.741380
## 268                   0                       0         7.239215
## 269                   7                       2         8.694167
## 270                   2                       0         9.206031
## 271                   7                       5         8.547528
## 272                   8                       7         8.600247
## 273                   8                       5         8.171882
## 274                   2                       0         8.638880
## 275                  15                       2         9.837455
## 276                   2                       4         9.900633
## 277                   1                       1         7.716015
## 278                   7                       1         7.805882
## 279                   4                       0         8.655911
## 280                   2                       1         8.302762
## 281                   9                       8         8.967887
## 282                  13                       2         8.459776
## 283                   3                       0         8.781555
## 284                   7                       1         8.928905
## 285                   6                       5         7.952967
## 286                  14                       5         8.557759
## 287                   0                       0         7.812783
## 288                   2                       1         7.886457
## 289                   7                       2         9.183791
## 290                   2                       0         7.852439
## 291                   3                       0         7.727535
## 292                   8                       0         8.643650
## 293                   7                       0         7.731492
## 294                   8                       5         9.389072
## 295                   7                       7         9.707290
## 296                   2                       2         7.886081
## 297                   9                       1         9.163982
## 298                   7                       0         8.711773
## 299                   2                       1         7.749753
## 300                   2                       2         8.150179
## 301                   8                       5         8.783243
## 302                   8                       1         9.112617
## 303                   2                       1         8.171034
## 304                   7                       0         8.536604
## 305                   0                       0         7.815611
## 306                   2                       3         8.058960
## 307                   0                       0         7.774856
## 308                   0                       0         7.999343
## 309                   7                       6         8.761707
## 310                   2                       1         8.486940
## 311                   2                       2         8.609590
## 312                   6                       5         9.490771
## 313                   2                       7         8.314832
## 314                   0                       0         8.721276
## 315                   2                       2         8.595080
## 316                   0                       0         8.333991
## 317                   3                       1         7.710205
## 318                   3                       1         8.437500
## 319                   4                       1         8.719317
## 320                   0                       0         8.004366
## 321                   0                       0         7.754482
## 322                   9                       8         7.897668
## 323                   4                       0         8.232440
## 324                  13                       1         8.437067
## 325                   6                      11         9.452659
## 326                   1                       0         7.748460
## 327                   7                       1         9.854770
## 328                   3                       1         8.596004
## 329                  11                       0         7.665285
## 330                   7                       0         9.729075
## 331                   7                       0         9.640758
## 332                   8                       9         9.249561
## 333                   3                       2         7.758761
## 334                   7                       0         8.910856
## 335                   2                       2         9.843950
## 336                   7                       3         8.413609
## 337                   2                       0         8.510773
## 338                   2                       0         8.956222
## 339                   0                       0         8.461258
## 340                   0                       0         7.758333
## 341                   1                       0         8.137103
## 342                   2                       2         8.260234
## 343                   2                       1         8.870523
## 344                   0                       0         7.641564
## 345                   3                       0         8.322394
## 346                   8                      11         9.498597
## 347                   2                       0         8.302266
## 348                   5                       1         8.763584
## 349                   0                       0         7.736307
## 350                   7                       1         9.314971
## 351                   7                       5         9.499122
## 352                   7                       7         8.843471
## 353                   1                       0         8.394347
## 354                   2                       2         8.311153
## 355                  14                      13         9.254070
## 356                   9                       3         8.467793
## 357                   4                       4         7.769801
## 358                   2                       1         7.842279
## 359                   8                       7         8.726157
## 360                  13                      10         8.074026
## 361                  18                      11         9.903438
## 362                   0                       0         6.994850
## 363                  14                       6         9.895707
## 364                   7                       3         9.874882
## 365                   9                       9         9.861988
## 366                   7                       7         9.488881
## 367                   8                       5         8.399310
## 368                   4                       7         8.607582
## 369                   2                       2         7.636752
## 370                   7                       0         8.528133
## 371                   3                       0         8.330382
## 372                   8                       7         9.037415
## 373                   9                       9         8.558335
## 374                   4                       7         8.277920
## 375                   2                       0         7.911324
## 376                   6                      13         9.575747
## 377                  13                      15         7.916807
## 378                   0                       0         8.534444
## 379                   4                       1         7.681560
## 380                   2                       0         7.664816
## 381                   2                       1         9.814656
## 382                   7                       5         7.986845
## 383                   2                       2         8.609955
## 384                   0                       0         7.750184
## 385                   0                       2         7.808323
## 386                  12                       5         9.516501
## 387                   7                       0         9.081256
## 388                   2                       1         8.357494
## 389                   7                       6         8.412277
## 390                   2                       1         7.684324
## 391                   2                       1         8.779557
## 392                   2                       0         8.332549
## 393                   2                       2         8.027803
## 394                  13                      13         9.236593
## 395                   1                       2         7.830028
## 396                   2                       2         7.899153
## 397                   2                       0         9.790375
## 398                   2                       2         7.916443
## 399                  12                       1         8.749257
## 400                   2                       2         9.231025
## 401                   4                       0         8.714568
## 402                   3                       0         8.568836
## 403                   2                       2         7.652071
## 404                   2                       0         8.988196
## 405                   5                       1         7.847372
## 406                   0                       0         9.718783
## 407                   7                       5         8.606668
## 408                   7                       1         7.916078
## 409                   8                       3         9.643875
## 410                   1                       1         9.750278
## 411                   4                       0         7.758761
## 412                   8                       8         9.131405
## 413                   0                       0         8.013674
## 414                   0                       0         8.444192
## 415                   2                       1         7.762596
## 416                   7                       1         8.659040
## 417                   7                       6         7.849324
## 418                   0                       0         8.212840
## 419                   8                       3         8.775549
## 420                   2                       0         9.387231
## 421                   2                       1         8.372167
## 422                  11                      10         8.400435
## 423                   7                       7         8.727778
## 424                   0                       0         7.384610
## 425                   3                       0         8.460411
## 426                   0                       0         9.287116
## 427                   0                       0         7.149917
## 428                   2                       1         8.080237
## 429                   2                       1         8.224164
## 430                   9                       5         8.692322
## 431                   4                       0         8.406932
## 432                   2                       0         8.173011
## 433                   3                       1         8.362642
## 434                   0                       0         7.653969
## 435                   0                       0         9.180396
## 436                   7                       0         8.734560
## 437                   2                       2         8.385261
## 438                   7                       7         7.961021
## 439                   2                       0         7.894691
## 440                   7                       1         8.939188
## 441                   7                       0         8.516793
## 442                   3                       1         7.997663
## 443                   0                       0         8.156223
## 444                   2                       2         8.069342
## 445                   1                       2         9.869310
## 446                   5                       1         8.137396
## 447                  11                       2         8.462737
## 448                   0                       0         8.619389
## 449                   3                       9         7.785721
## 450                   7                       4         8.385945
## 451                   7                       8         8.492491
## 452                   2                       1         8.137396
## 453                   7                       7         8.667852
## 454                   4                       0         8.610137
## 455                   2                       0         9.642253
## 456                   8                      12         9.895102
## 457                   0                       0         8.608130
## 458                   7                       1         8.601718
## 459                   2                       1         7.633370
## 460                   4                       1         8.667336
## 461                   2                       2         7.646354
## 462                   3                       1         7.607381
## 463                   2                       2         9.127828
## 464                   4                       1         8.563695
## 465                   0                       0         7.798523
## 466                   2                       1         8.279951
## 467                   2                       1         7.880048
## 468                   0                       0         8.018955
## 469                   2                       2         8.510974
## 470                   2                       1         8.400659
## 471                   3                       1         7.707962
## 472                   0                       1         7.799343
## 473                   0                       0         9.491375
## 474                   5                       0         8.146709
## 475                   2                       2         7.699389
## 476                   6                       0         8.660774
## 477                   0                       0         8.753687
## 478                   0                       0         8.367765
## 479                   4                       0         7.989560
## 480                  11                       6         9.528358
## 481                   3                       0         8.589142
## 482                   4                       0         7.764721
## 483                  10                       6         8.656433
## 484                   2                       2         8.356320
## 485                  10                      15         9.241064
## 486                   4                       0         8.698347
## 487                   0                       0         6.985642
## 488                   2                       4         7.976252
## 489                   0                       0         8.590630
## 490                   1                       4         8.722906
## 491                   2                       1         9.834405
## 492                   2                       1         9.733885
## 493                   2                       1         8.677440
## 494                   8                       3         9.060215
## 495                   9                       1         8.643473
## 496                   6                       4         9.699350
## 497                   2                       0         7.883823
## 498                   2                       1         7.751905
## 499                   7                       7         8.563504
## 500                   2                       1         8.654517
## 501                   9                       5         9.211140
## 502                   2                       0         7.614805
## 503                   7                       7         7.884200
## 504                   9                       8         9.208338
## 505                  17                       5         9.750861
## 506                   1                       2         8.678972
## 507                   0                       0         7.955425
## 508                   2                       3         9.268232
## 509                   8                       5         7.934872
## 510                  15                      15         9.880475
## 511                   7                       1         8.583543
## 512                   4                       0         9.298351
## 513                   2                       1         8.141190
## 514                  14                       8         9.507329
## 515                   2                       2         7.867106
## 516                   1                       1         8.609225
## 517                   0                       0         7.788626
## 518                   3                       0         7.925158
## 519                   2                       6         8.439664
## 520                   2                       1         7.858254
## 521                   2                       1         7.845024
## 522                   1                       0         7.786552
## 523                   0                       0         9.182352
## 524                   9                       0         9.878272
## 525                   0                       0         7.685703
## 526                   7                       6         8.925986
## 527                   4                       0         8.518392
## 528                   5                       0         8.829519
## 529                   4                       0         7.958227
## 530                   4                       4         8.509766
## 531                   9                       1         9.085117
## 532                   0                       0         8.826881
## 533                   7                       0         7.901007
## 534                   1                       1         8.804925
## 535                   7                       0         7.658700
## 536                   4                       2         7.644441
## 537                   0                       0         8.902592
## 538                   2                       1         7.899524
## 539                   3                       1         8.071531
## 540                   4                       1         8.547722
## 541                   7                       8         8.157944
## 542                   8                       7         8.052933
## 543                   1                       0         7.850104
## 544                   0                       0         8.787678
## 545                   5                       1         8.385032
## 546                   9                       8         7.982416
## 547                   9                       1         8.909641
## 548                   0                       0         8.535819
## 549                   8                       0         9.397732
## 550                   3                       0         7.685703
## 551                   7                       2         9.862092
## 552                   1                       0         8.504311
## 553                   1                       0         8.265136
## 554                   0                       0         7.722678
## 555                   2                       0         8.492080
## 556                   0                       1         9.169727
## 557                   0                       0         8.237479
## 558                   5                       1         8.194782
## 559                   8                       7         8.397057
## 560                   7                       7         8.574707
## 561                   7                       7         7.643962
## 562                   2                       2         9.666942
## 563                   2                       2         7.941296
## 564                   7                       4         9.308465
## 565                   2                       0         8.251403
## 566                   3                       1         7.798113
## 567                   2                       0         7.685244
## 568                   8                       6         9.181323
## 569                   4                       0         8.739376
## 570                  11                       1         9.544882
## 571                   4                       1         8.387768
## 572                   0                       0         7.898411
## 573                   7                       0         8.829665
## 574                   8                       4         8.824531
## 575                   3                       1         8.743851
## 576                   5                       0         8.698347
## 577                   0                       0         7.957877
## 578                   2                       0         8.058960
## 579                   2                       3         8.525558
## 580                   0                       1         8.798304
## 581                   2                       1         8.207674
## 582                   0                       0         9.679844
## 583                   0                       1         8.667508
## 584                   7                       7         8.471987
## 585                   2                       1         8.774158
## 586                   2                       3         7.916078
## 587                  11                       1         8.580919
## 588                   3                       0         8.133587
## 589                   2                       0         8.196712
## 590                   2                       2         8.297544
## 591                   2                       1         7.942362
## 592                   9                      10         8.433594
## 593                   2                       1         7.975565
## 594                   6                       1         8.074338
## 595                  15                      14         9.252921
## 596                   8                       0         8.303257
## 597                  10                       4         9.296793
## 598                   0                       0         8.145550
## 599                   2                       0         8.722906
## 600                   0                       2         7.737616
## 601                   0                       0         7.617268
## 602                   5                       1         8.315566
## 603                   7                       1         9.342771
## 604                   8                       0         8.049108
## 605                   2                       2         7.922986
## 606                   1                       1         9.603328
## 607                   3                       1         8.607582
## 608                   0                       7         8.631414
## 609                   7                       0         8.182559
## 610                   2                       2         7.758761
## 611                   7                       0         8.587279
## 612                   7                       0         8.826294
## 613                   7                       1         7.903596
## 614                   0                       0         7.659643
## 615                   4                       7         8.890686
## 616                  10                       4         8.290544
## 617                   4                       0         8.252707
## 618                   3                       1         8.604105
## 619                   7                       1         9.209440
## 620                   0                       0         7.155396
## 621                   0                       1         7.981392
## 622                  10                       2         8.530504
## 623                   2                       1         8.095599
## 624                   0                       1         9.086703
## 625                   0                       0         7.848153
## 626                   3                       0         7.830823
## 627                   4                       0         8.333751
## 628                  10                       2         9.350972
## 629                   2                       1         9.303466
## 630                   7                       7         9.061956
## 631                   2                       0         7.886833
## 632                   8                       2         9.199077
## 633                   0                       0         8.833608
## 634                   0                       0         7.949797
## 635                   0                       0         9.208839
## 636                   2                       2         7.773174
## 637                   6                      13         9.779341
## 638                   7                       1         9.062768
## 639                   5                       1         7.910224
## 640                   3                       0         8.019942
## 641                   0                       0         7.898411
## 642                   4                       7         8.400210
## 643                   7                       6         9.726512
## 644                   2                       3         7.743703
## 645                   0                       0         7.653020
## 646                  11                       2         9.292381
## 647                   0                       0         7.551712
## 648                   2                       0         7.742836
## 649                  13                       2         8.369157
## 650                   2                       0         7.680637
## 651                   0                       1         7.803843
## 652                   7                       1         8.560253
## 653                   7                       2         9.510371
## 654                   0                       0         9.433804
## 655                   2                       1         8.267192
## 656                   3                       3         8.464003
## 657                   9                       4         9.432684
## 658                   9                       1         9.682342
## 659                   4                       1         8.704834
## 660                   5                       0         8.779404
## 661                   8                       4         8.577159
## 662                   3                       5         7.925880
## 663                   6                       0         9.246479
## 664                   2                       1         8.273081
## 665                   5                       8         8.426831
## 666                   2                       0         8.747352
## 667                  10                       4         8.976894
## 668                   3                       1         8.133881
## 669                   4                       1         8.493515
## 670                   9                       0         9.785773
## 671                   2                       0         9.522520
## 672                   2                       0         8.613412
## 673                   2                       1         8.496582
## 674                   2                       7         7.611842
## 675                   2                       0         8.165364
## 676                   4                       0         9.841027
## 677                   7                       0         8.561784
## 678                   9                       9         8.751949
## 679                   2                       0         8.543056
## 680                   7                       5         7.753194
## 681                   2                       0         8.356085
## 682                   2                       1         7.722235
## 683                   2                       0         8.584291
## 684                   3                       1         9.152605
## 685                   2                       0         7.905810
## 686                   8                       0         9.273127
## 687                   7                       7         8.929700
## 688                   2                       1         7.871693
## 689                   0                       1         7.004882
## 690                  10                       3         7.860185
## 691                   3                       1         8.712266
## 692                   7                       9         9.379999
## 693                   0                       0         8.821880
## 694                   0                       0         7.734121
## 695                   3                       1         9.161675
## 696                   2                       1         8.099858
## 697                   2                       2         9.629182
## 698                  11                       3         8.685078
## 699                   0                       0         7.358194
## 700                   2                       0         9.856448
## 701                   0                       0         7.938802
## 702                   5                       1         8.650675
## 703                   2                       4         9.247347
## 704                   1                       1         7.672292
## 705                   2                       2         7.726213
## 706                   3                       1         8.737132
## 707                   1                       1         8.832588
## 708                   2                       0         7.653969
## 709                   4                       0         8.216628
## 710                   6                      14         9.793896
## 711                   1                       0         9.385637
## 712                   0                       0         9.555206
## 713                   0                       0         7.847372
## 714                   9                       1         9.179778
## 715                   7                       0         8.934192
## 716                   0                       0         7.349231
## 717                   3                       1         8.791486
## 718                   7                       1         8.205218
## 719                   9                       6         8.429673
## 720                   7                       1         8.943114
## 721                   7                       7         9.152075
## 722                   3                       0         8.660081
## 723                   3                       1         8.005033
## 724                   8                       7         9.089076
## 725                   0                       0         8.286017
## 726                   2                       1         8.496582
## 727                   4                       0         7.997327
## 728                   3                       2         8.246696
## 729                   0                       0         7.757906
## 730                   1                       2         7.833204
## 731                   0                       0         8.469053
## 732                   0                       0         8.563695
## 733                   0                       0         7.959625
## 734                   2                       1         8.456806
## 735                   0                       0         7.996990
## 736                   7                       0         8.779557
## 737                   9                       9         9.395242
## 738                   1                       0         8.550821
## 739                   2                       1         8.434029
## 740                   2                       0         8.210940
## 741                   2                       2         9.064042
## 742                   4                       0         9.355047
## 743                   8                       3         8.362876
## 744                   2                       1         8.100161
## 745                   3                       0         8.498418
## 746                   1                       0         7.738924
## 747                   2                       2         7.755767
## 748                   9                       4         8.583543
## 749                   2                       1         8.270525
## 750                   1                       0         7.824046
## 751                   2                       0         7.750615
## 752                   2                       2         7.741534
## 753                   8                      12         9.327679
## 754                   7                       0         8.897546
## 755                   3                       0         9.514068
## 756                   2                       1         8.218248
## 757                   6                       0         8.297544
## 758                   2                       1         8.802522
## 759                   0                       0         8.103494
## 760                  10                       1         9.842888
## 761                   0                       0         7.784889
## 762                  14                       3         9.726273
## 763                   2                      11         8.724370
## 764                   7                       0         8.755738
## 765                   2                       0         8.226038
## 766                   7                       1         8.660254
## 767                   6                       0         8.124447
## 768                   0                       0         9.299450
## 769                   3                       1         8.906393
## 770                  10                       4         8.629271
## 771                   7                       0         8.451481
## 772                  13                      15         9.254644
## 773                   6                      11         9.299998
## 774                   0                       0         8.127995
## 775                   8                      13         9.222664
## 776                   2                       0         8.161946
## 777                   3                       1         7.632401
## 778                   0                       0         7.946971
## 779                   7                       5         7.851661
## 780                   2                       2         8.473659
## 781                   3                       0         8.051978
## 782                   7                      11         8.423542
## 783                   3                       0         7.730614
## 784                   7                       0         8.420462
## 785                   0                       0         8.512783
## 786                   2                       1         9.706377
## 787                   2                       2         9.481588
## 788                   2                       7         8.505323
## 789                   0                       0         9.854192
## 790                   2                       2         7.647786
## 791                   2                       1         8.474077
## 792                   2                       1         7.745436
## 793                   4                       0         8.956222
## 794                  14                      12         9.219895
## 795                   7                       1         8.825266
## 796                   8                       9         8.116118
## 797                   7                       4         9.510149
## 798                   0                       0         7.782390
## 799                   1                       0         7.527794
## 800                   4                       0         8.830835
## 801                   3                       1         8.589700
## 802                   5                       0         8.792094
## 803                   9                      11         9.744961
## 804                   7                       4         9.167642
## 805                   2                       1         7.621685
## 806                   8                       5         9.026538
## 807                   2                       1         8.737453
## 808                   2                       2         7.750615
## 809                   0                       0         7.959276
## 810                   2                       1         8.025516
## 811                   9                       6         8.030084
## 812                   2                       0         8.079928
## 813                   2                       0         8.357024
## 814                   2                       1         9.886240
## 815                   2                       1         7.972121
## 816                  10                       4         7.930566
## 817                   0                       0         8.835938
## 818                   9                       3         9.366575
## 819                   3                       1         7.908387
## 820                   0                       2         9.195633
## 821                   2                       0         8.105308
## 822                   2                       0         8.843759
## 823                   7                       1         8.811652
## 824                   2                       2         7.867106
## 825                   2                       1         8.447414
## 826                   2                       2         9.884661
## 827                   0                       0         9.007122
## 828                   2                       0         8.420242
## 829                   1                       0         7.811163
## 830                   5                      10         9.809177
## 831                   8                       0         8.197814
## 832                   0                       0         7.423568
## 833                   5                       3         8.069655
## 834                   1                       0         7.844633
## 835                   9                      15         9.516132
## 836                   5                       7         9.086363
## 837                   4                       1         8.005033
## 838                   7                       5         8.582419
## 839                  11                      14         9.243098
## 840                  10                      12         9.886596
## 841                   0                       0         7.258412
## 842                   9                       0         8.985696
## 843                   8                       0         9.534306
## 844                   7                       1         9.047821
## 845                   2                       2         8.704336
## 846                   0                       1         8.424639
## 847                   0                       0         7.301822
## 848                  10                       3         9.170872
## 849                   4                       1         8.760923
## 850                   7                       7         7.841493
## 851                   2                       2         8.424859
## 852                   0                       1         7.698936
## 853                   5                       0         8.341172
## 854                   3                       0         8.641356
## 855                   2                       0         8.473868
## 856                   0                       0         7.784889
## 857                   2                       0         7.884953
## 858                   9                       8         9.098626
## 859                   0                       1         7.713338
## 860                   7                       0         8.984443
## 861                   0                       7         7.950855
## 862                   7                      15         9.233178
## 863                   2                       0         8.576217
## 864                   2                      11         9.530248
## 865                   1                       1         9.146335
## 866                   9                       0         8.974365
## 867                   2                       2         8.404024
## 868                   4                       1         8.431853
## 869                   2                       0         8.406708
## 870                   2                       1         8.395026
## 871                   7                       7               NA
## 872                   2                       0               NA
## 873                   7                       3               NA
## 874                   4                       0               NA
## 875                   7                       0               NA
## 876                   0                       0               NA
## 877                   7                       0               NA
## 878                   2                       2               NA
## 879                   7                       0               NA
## 880                   2                       0               NA
## 881                   7                       4               NA
## 882                   2                       0               NA
## 883                   0                       1               NA
## 884                   2                       1               NA
## 885                   0                       0               NA
## 886                   2                       0               NA
## 887                   0                       1               NA
## 888                   0                       0               NA
## 889                   7                       1               NA
## 890                   4                       1               NA
## 891                   8                       8               NA
## 892                   2                       1               NA
## 893                   8                       4               NA
## 894                   5                       0               NA
## 895                   7                       0               NA
## 896                   8                       4               NA
## 897                   0                       0               NA
## 898                   8                       2               NA
## 899                   8                       9               NA
## 900                   2                       2               NA
## 901                   2                       2               NA
## 902                   0                       0               NA
## 903                   7                       7               NA
## 904                   0                       0               NA
## 905                   3                       1               NA
## 906                   2                       0               NA
## 907                   9                       9               NA
## 908                   2                       0               NA
## 909                   2                       2               NA
## 910                   0                       0               NA
## 911                   7                       0               NA
## 912                   2                       1               NA
## 913                   3                       0               NA
## 914                  10                       5               NA
## 915                   2                       2               NA
## 916                   3                       1               NA
## 917                   2                       1               NA
## 918                   3                       1               NA
## 919                   0                       0               NA
## 920                   0                       0               NA
## 921                   2                       1               NA
## 922                   0                       0               NA
## 923                   0                       0               NA
## 924                   3                       0               NA
## 925                   8                       4               NA
## 926                   7                       1               NA
## 927                   7                       0               NA
## 928                  16                       1               NA
## 929                   0                       0               NA
## 930                   7                       3               NA
## 931                  14                       0               NA
## 932                   7                       7               NA
## 933                   7                       0               NA
## 934                   0                       0               NA
## 935                   0                       0               NA
## 936                   0                       0               NA
## 937                   2                       0               NA
## 938                   2                       0               NA
## 939                   7                       1               NA
## 940                   0                       0               NA
## 941                   4                       1               NA
## 942                   6                       7               NA
## 943                  16                       7               NA
## 944                   2                       2               NA
## 945                   0                       0               NA
## 946                   4                       1               NA
## 947                   0                       1               NA
## 948                   2                       0               NA
## 949                   7                       1               NA
## 950                   4                       1               NA
## 951                   3                       3               NA
## 952                   7                       7               NA
## 953                   3                       0               NA
## 954                   4                       0               NA
## 955                   4                       0               NA
## 956                   0                       0               NA
## 957                   4                       0               NA
## 958                   7                       7               NA
## 959                   0                       0               NA
## 960                  15                      13               NA
## 961                   5                       1               NA
## 962                   8                       4               NA
## 963                   3                       1               NA
## 964                   3                       3               NA
## 965                   2                       2               NA
## 966                   3                      13               NA
## 967                   4                       0               NA
## 968                   9                       9               NA
## 969                   2                       2               NA
## 970                   2                       0               NA
## 971                   7                       0               NA
## 972                   7                       8               NA
## 973                   2                       0               NA
## 974                   0                       0               NA
## 975                   2                       3               NA
## 976                   3                       0               NA
## 977                   2                       2               NA
## 978                   2                       0               NA
## 979                  14                       5               NA
## 980                   0                       0               NA
## 981                   3                       4               NA
## 982                   2                       1               NA
## 983                   2                       2               NA
## 984                   2                       0               NA
## 985                   3                       0               NA
## 986                   1                       0               NA
## 987                   0                       0               NA
## 988                   3                       0               NA
## 989                   6                       2               NA
## 990                   2                       2               NA
## 991                   4                       0               NA
## 992                   3                       0               NA
## 993                   9                       4               NA
## 994                   0                       0               NA
## 995                   3                       1               NA
## 996                  13                       2               NA
## 997                   1                       0               NA
## 998                   7                      12               NA
## 999                   9                       0               NA
## 1000                  0                       0               NA
## 1001                  2                       0               NA
## 1002                  0                       0               NA
## 1003                  5                       1               NA
## 1004                  0                       0               NA
## 1005                  2                       7               NA
## 1006                  2                       0               NA
## 1007                  2                       2               NA
## 1008                  2                       1               NA
## 1009                  7                       4               NA
## 1010                  7                       4               NA
## 1011                  0                       0               NA
## 1012                  0                       0               NA
## 1013                 12                      11               NA
## 1014                  1                       0               NA
## 1015                  3                       0               NA
## 1016                  4                       0               NA
## 1017                  6                       7               NA
## 1018                  8                       0               NA
## 1019                  9                       7               NA
## 1020                  0                       0               NA
## 1021                  7                       3               NA
## 1022                  0                       0               NA
## 1023                  2                       2               NA
## 1024                 15                      14               NA
## 1025                  6                       7               NA
## 1026                  0                       1               NA
## 1027                  2                       1               NA
## 1028                  4                       1               NA
## 1029                  2                       2               NA
## 1030                  6                       3               NA
## 1031                  2                       1               NA
## 1032                  7                       1               NA
## 1033                  8                       0               NA
## 1034                  0                       1               NA
## 1035                  7                       0               NA
## 1036                  0                       1               NA
## 1037                  5                       1               NA
## 1038                  7                       7               NA
## 1039                  3                       2               NA
## 1040                  7                       1               NA
## 1041                  4                       1               NA
## 1042                  2                       0               NA
## 1043                  7                       3               NA
## 1044                 14                       4               NA
## 1045                  3                       1               NA
## 1046                  0                       0               NA
## 1047                  2                       1               NA
## 1048                  6                       8               NA
## 1049                  2                       7               NA
## 1050                  2                       2               NA
## 1051                  7                       1               NA
## 1052                  1                       1               NA
## 1053                  2                       0               NA
## 1054                  2                       2               NA
## 1055                  2                       1               NA
## 1056                  2                       0               NA
## 1057                  2                       2               NA
## 1058                 13                       1               NA
## 1059                  0                       4               NA
## 1060                  3                       0               NA
## 1061                  9                       2               NA
## 1062                  7                       7               NA
## 1063                 11                       4               NA
## 1064                  2                       0               NA
## 1065                  3                       1               NA
## 1066                  3                       0               NA
## 1067                  3                       0               NA
## 1068                  8                      11               NA
## 1069                  3                       0               NA
## 1070                  2                       2               NA
## 1071                  0                       0               NA
## 1072                 10                       3               NA
## 1073                  1                       2               NA
## 1074                  0                       1               NA
## 1075                  0                       0               NA
## 1076                 15                      15               NA
## 1077                 13                       4               NA
## 1078                  8                       0               NA
## 1079                  0                       7               NA
## 1080                  4                       0               NA
## 1081                  2                       2               NA
## 1082                  3                       1               NA
## 1083                  0                       1               NA
## 1084                  9                       6               NA
## 1085                  7                       1               NA
## 1086                 13                       1               NA
## 1087                  2                       0               NA
## 1088                  0                       0               NA
## 1089                  2                       0               NA
## 1090                  2                       4               NA
## 1091                  7                       1               NA
## 1092                 12                      11               NA
## 1093                  8                       0               NA
## 1094                  1                       1               NA
## 1095                  3                       1               NA
## 1096                  5                       4               NA
## 1097                  1                       0               NA
## 1098                  2                       1               NA
## 1099                  0                       0               NA
## 1100                  3                       0               NA
## 1101                  8                       9               NA
## 1102                  4                       1               NA
## 1103                  7                       7               NA
## 1104                  2                       0               NA
## 1105                  2                       0               NA
## 1106                  5                       1               NA
## 1107                  7                       6               NA
## 1108                  2                       0               NA
## 1109                  7                       0               NA
## 1110                  3                       0               NA
## 1111                 11                       2               NA
## 1112                  4                       0               NA
## 1113                  6                       7               NA
## 1114                  3                       1               NA
## 1115                 14                      12               NA
## 1116                  6                       7               NA
## 1117                  0                       0               NA
## 1118                  8                       7               NA
## 1119                  0                       0               NA
## 1120                  2                       0               NA
## 1121                  2                       2               NA
## 1122                  4                       2               NA
## 1123                  8                       8               NA
## 1124                  8                      11               NA
## 1125                  0                       0               NA
## 1126                  0                       0               NA
## 1127                  3                       1               NA
## 1128                  2                       1               NA
## 1129                 10                       0               NA
## 1130                  3                       1               NA
## 1131                  2                       2               NA
## 1132                  9                      15               NA
## 1133                  2                       2               NA
## 1134                  3                       3               NA
## 1135                  4                       0               NA
## 1136                  3                       1               NA
## 1137                  4                       0               NA
## 1138                  3                       1               NA
## 1139                 10                       5               NA
## 1140                 10                       6               NA
## 1141                  0                       7               NA
## 1142                  7                       4               NA
## 1143                 11                       4               NA
## 1144                  2                       0               NA
## 1145                  7                       0               NA
## 1146                  3                       0               NA
## 1147                  3                       1               NA
## 1148                  2                       2               NA
## 1149                  2                       1               NA
## 1150                 10                      10               NA
## 1151                  2                       0               NA
## 1152                  2                       0               NA
## 1153                  3                       0               NA
## 1154                  1                       0               NA
## 1155                 11                       5               NA
## 1156                  7                       1               NA
## 1157                  2                       0               NA
## 1158                  0                       0               NA
## 1159                  2                       2               NA
## 1160                  2                       0               NA
## 1161                  4                       0               NA
## 1162                  0                       0               NA
## 1163                  8                       3               NA
## 1164                  5                       1               NA
## 1165                  7                       1               NA
## 1166                  2                       2               NA
## 1167                 10                      11               NA
## 1168                  4                       4               NA
## 1169                  3                       0               NA
## 1170                  7                       1               NA
# Feature engineer variables

# BusinessTravel into (0-Non-Travel,1-Travel_Rarely,2-Travel_Frequently)
combinedEmployeeDataframe$BusinessTravelNumeric <- as.numeric(factor(combinedEmployeeDataframe$BusinessTravel,
                                                        levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
                                                        labels = c(2,1,0), ordered = TRUE))
# Remove missing attrition values and create Knn/Naive Bayes models with top performing variables from ModelAnalysis.Rmd as well as feature engineered values from above
# save results to .csv file for further model analysis
combinedEmployeeDataframe
##        ID MonthlyIncome YearsWithCurrManager Age Attrition    BusinessTravel
## 1       1          4403                    3  32        No     Travel_Rarely
## 2       2         19626                    9  40        No     Travel_Rarely
## 3       3          9362                    2  35        No Travel_Frequently
## 4       4         10422                    7  32        No     Travel_Rarely
## 5       5          3760                    3  24        No Travel_Frequently
## 6       6          8793                    7  27        No Travel_Frequently
## 7       7          2127                    3  41        No     Travel_Rarely
## 8       8          6694                    0  37        No     Travel_Rarely
## 9       9          2220                    0  34        No     Travel_Rarely
## 10     10          5063                    7  34        No Travel_Frequently
## 11     11         19392                   14  43        No     Travel_Rarely
## 12     12          2706                    2  28        No        Non-Travel
## 13     13         10221                    6  35        No     Travel_Rarely
## 14     14          2476                    0  30        No     Travel_Rarely
## 15     15          3423                    7  46        No     Travel_Rarely
## 16     16          6932                    0  31        No        Non-Travel
## 17     17          6725                    3  32        No     Travel_Rarely
## 18     18          5258                    0  46        No        Non-Travel
## 19     19          2932                    2  34        No     Travel_Rarely
## 20     20          5033                    2  44        No     Travel_Rarely
## 21     21          8847                    2  36        No     Travel_Rarely
## 22     22          8120                    2  48        No     Travel_Rarely
## 23     23          5679                    7  43        No Travel_Frequently
## 24     24          5332                    3  31        No Travel_Frequently
## 25     25          6949                    4  33        No     Travel_Rarely
## 26     26         18213                   10  44        No     Travel_Rarely
## 27     27          9924                    7  38        No     Travel_Rarely
## 28     28          8224                    3  33       Yes     Travel_Rarely
## 29     29         10448                    2  53       Yes     Travel_Rarely
## 30     30          4258                    2  52        No        Non-Travel
## 31     31          4668                    7  32        No Travel_Frequently
## 32     32          2028                   13  33        No     Travel_Rarely
## 33     33         16872                    7  46        No     Travel_Rarely
## 34     34          2258                    7  35        No     Travel_Rarely
## 35     35          9679                    0  32        No     Travel_Rarely
## 36     36          2794                    3  32        No Travel_Frequently
## 37     37         10306                    0  35       Yes     Travel_Rarely
## 38     38          6134                    2  36       Yes     Travel_Rarely
## 39     39         19717                    7  56        No     Travel_Rarely
## 40     40          2791                    2  31        No Travel_Frequently
## 41     41         16291                   14  58        No        Non-Travel
## 42     42          6632                    1  45        No     Travel_Rarely
## 43     43          2587                    2  49        No     Travel_Rarely
## 44     44         19613                    1  42        No     Travel_Rarely
## 45     45          1223                    1  23        No     Travel_Rarely
## 46     46          3673                    8  42        No Travel_Frequently
## 47     47          6735                    0  32       Yes     Travel_Rarely
## 48     48          8740                    7  38        No     Travel_Rarely
## 49     49          1878                    0  18       Yes Travel_Frequently
## 50     50          2024                    2  27        No        Non-Travel
## 51     51          2619                    0  38        No     Travel_Rarely
## 52     52         19701                    5  58        No     Travel_Rarely
## 53     53          2011                    7  44        No     Travel_Rarely
## 54     54          4447                    8  45        No        Non-Travel
## 55     55          4424                    8  31        No     Travel_Rarely
## 56     56          2289                    4  41        No     Travel_Rarely
## 57     57          2759                    2  42       Yes Travel_Frequently
## 58     58          4723                    5  29        No     Travel_Rarely
## 59     59         13603                    2  37        No        Non-Travel
## 60     60          1118                    0  25       Yes Travel_Frequently
## 61     61         10325                    7  36       Yes     Travel_Rarely
## 62     62          7094                    7  36        No     Travel_Rarely
## 63     63          3067                    2  31        No     Travel_Rarely
## 64     64          1514                    0  18        No        Non-Travel
## 65     65          2210                    0  24       Yes     Travel_Rarely
## 66     66          3298                    5  32        No     Travel_Rarely
## 67     67          6646                    8  35        No     Travel_Rarely
## 68     68          2647                    4  23        No     Travel_Rarely
## 69     69          2194                    2  35        No Travel_Frequently
## 70     70          2115                    7  37        No     Travel_Rarely
## 71     71          2782                    0  41        No     Travel_Rarely
## 72     72          8463                    3  28        No     Travel_Rarely
## 73     73          5916                    1  35       Yes     Travel_Rarely
## 74     74          4766                    0  41        No     Travel_Rarely
## 75     75          8446                    7  52       Yes     Travel_Rarely
## 76     76          4011                    7  30        No Travel_Frequently
## 77     77          7083                    6  34        No     Travel_Rarely
## 78     78         17567                   12  46        No     Travel_Rarely
## 79     79          8865                    8  45        No        Non-Travel
## 80     80          1129                    0  31        No     Travel_Rarely
## 81     81          4777                    0  37       Yes     Travel_Rarely
## 82     82          6883                    7  35        No     Travel_Rarely
## 83     83          5321                    7  38        No Travel_Frequently
## 84     84          5974                    7  37        No     Travel_Rarely
## 85     85          5410                   12  36        No     Travel_Rarely
## 86     86         13726                    3  59        No     Travel_Rarely
## 87     87          4960                    7  47        No     Travel_Rarely
## 88     88          3743                    2  35       Yes     Travel_Rarely
## 89     89          8726                    7  27        No Travel_Frequently
## 90     90         18947                    1  46        No     Travel_Rarely
## 91     91          1702                    0  38        No Travel_Frequently
## 92     92          7336                   10  29       Yes     Travel_Rarely
## 93     93          2090                    0  37       Yes     Travel_Rarely
## 94     94          6142                    4  35        No     Travel_Rarely
## 95     95         19926                    4  50        No     Travel_Rarely
## 96     96          4907                    6  42        No     Travel_Rarely
## 97     97         16606                    1  46        No     Travel_Rarely
## 98     98          5163                    0  37        No        Non-Travel
## 99     99          3180                    2  29        No Travel_Frequently
## 100   100          3294                    2  34        No     Travel_Rarely
## 101   101          2099                    4  27        No     Travel_Rarely
## 102   102         10793                    9  31        No     Travel_Rarely
## 103   103          6538                    2  34        No        Non-Travel
## 104   104          2819                    2  23        No     Travel_Rarely
## 105   105         16598                    8  53        No     Travel_Rarely
## 106   106          4420                    7  26        No     Travel_Rarely
## 107   107          4319                    9  29        No        Non-Travel
## 108   108         19636                    4  55        No     Travel_Rarely
## 109   109          8926                    7  46       Yes     Travel_Rarely
## 110   110          2439                    2  32        No     Travel_Rarely
## 111   111          2703                    2  28        No Travel_Frequently
## 112   112         17099                    8  52        No     Travel_Rarely
## 113   113         10445                    0  52        No     Travel_Rarely
## 114   114          5093                    0  35        No        Non-Travel
## 115   115          8966                    7  35        No     Travel_Rarely
## 116   116          7642                    9  37        No        Non-Travel
## 117   117          4950                    1  25        No     Travel_Rarely
## 118   118          4025                    3  29        No     Travel_Rarely
## 119   119          2451                    8  41        No     Travel_Rarely
## 120   120          6687                   11  34        No     Travel_Rarely
## 121   121         11713                    5  36        No        Non-Travel
## 122   122          2380                    2  21        No     Travel_Rarely
## 123   123         10761                    2  45        No     Travel_Rarely
## 124   124          4028                    5  38        No     Travel_Rarely
## 125   125          4554                    9  29        No Travel_Frequently
## 126   126          5204                    9  35        No     Travel_Rarely
## 127   127          3919                    7  32       Yes Travel_Frequently
## 128   128          5906                    8  45        No     Travel_Rarely
## 129   129          4081                    8  43        No     Travel_Rarely
## 130   130         13225                    8  46        No     Travel_Rarely
## 131   131          4187                    9  29        No     Travel_Rarely
## 132   132          4507                    4  49        No     Travel_Rarely
## 133   133          4523                    4  42        No Travel_Frequently
## 134   134          5295                    0  39        No     Travel_Rarely
## 135   135          5257                    0  43        No Travel_Frequently
## 136   136          4244                    7  40        No Travel_Frequently
## 137   137          2319                    0  29       Yes     Travel_Rarely
## 138   138         10739                    8  54        No     Travel_Rarely
## 139   139          2404                    2  39       Yes     Travel_Rarely
## 140   140          7428                    3  37        No     Travel_Rarely
## 141   141         13402                    9  56        No     Travel_Rarely
## 142   142          2372                    2  58        No     Travel_Rarely
## 143   143         10845                    7  46        No     Travel_Rarely
## 144   144          6502                    1  37        No     Travel_Rarely
## 145   145          6377                    8  40        No     Travel_Rarely
## 146   146          4649                    2  29        No        Non-Travel
## 147   147          2756                    6  33        No     Travel_Rarely
## 148   148          6392                    2  33        No     Travel_Rarely
## 149   149          3597                    2  24        No     Travel_Rarely
## 150   150          4877                    0  28        No     Travel_Rarely
## 151   151          4233                    2  31       Yes     Travel_Rarely
## 152   152          5396                    8  32        No     Travel_Rarely
## 153   153          5484                    8  32        No     Travel_Rarely
## 154   154          6870                    2  41        No     Travel_Rarely
## 155   155          2008                    0  34        No     Travel_Rarely
## 156   156          4736                    2  30        No        Non-Travel
## 157   157          5677                   10  40        No     Travel_Rarely
## 158   158         12169                    5  39       Yes Travel_Frequently
## 159   159         10820                    1  43        No Travel_Frequently
## 160   160         13191                    0  42        No Travel_Frequently
## 161   161          5126                    0  30        No     Travel_Rarely
## 162   162          8722                    9  28       Yes        Non-Travel
## 163   163          7104                    2  33        No     Travel_Rarely
## 164   164          6545                    2  42        No     Travel_Rarely
## 165   165          8020                    9  35        No     Travel_Rarely
## 166   166          2044                    2  20       Yes     Travel_Rarely
## 167   167         16413                    2  49        No     Travel_Rarely
## 168   168         16184                    5  33        No     Travel_Rarely
## 169   169          5577                    9  52        No     Travel_Rarely
## 170   170          2514                    7  29        No     Travel_Rarely
## 171   171          5304                    7  30        No     Travel_Rarely
## 172   172          5467                    7  47        No        Non-Travel
## 173   173         10527                    2  46        No Travel_Frequently
## 174   174          8380                    8  33        No     Travel_Rarely
## 175   175         14852                    2  53        No     Travel_Rarely
## 176   176          2070                    2  21        No     Travel_Rarely
## 177   177         19859                    4  55       Yes     Travel_Rarely
## 178   178          2042                    2  26       Yes Travel_Frequently
## 179   179          8998                    7  32        No Travel_Frequently
## 180   180          8686                    7  38        No     Travel_Rarely
## 181   181         10274                    4  35        No     Travel_Rarely
## 182   182          6893                    7  38        No     Travel_Rarely
## 183   183          4739                    2  43        No Travel_Frequently
## 184   184          8376                    2  39        No     Travel_Rarely
## 185   185          3755                    7  39        No Travel_Frequently
## 186   186          2070                    4  28        No     Travel_Rarely
## 187   187          5206                    7  25        No Travel_Frequently
## 188   188         15972                    2  47        No     Travel_Rarely
## 189   189         19144                    6  50        No     Travel_Rarely
## 190   190          4221                    4  28        No        Non-Travel
## 191   191          5775                    9  30        No     Travel_Rarely
## 192   192          9637                    2  31        No Travel_Frequently
## 193   193          4810                    8  46        No     Travel_Rarely
## 194   194          4051                    7  48        No     Travel_Rarely
## 195   195          3904                    1  26        No     Travel_Rarely
## 196   196          2723                    0  51        No     Travel_Rarely
## 197   197          2075                    3  51        No     Travel_Rarely
## 198   198         13120                    3  49        No     Travel_Rarely
## 199   199         10248                   17  44        No     Travel_Rarely
## 200   200          2127                    0  24        No     Travel_Rarely
## 201   201         13194                    0  40       Yes        Non-Travel
## 202   202          6220                    9  32        No     Travel_Rarely
## 203   203          6162                    8  32        No     Travel_Rarely
## 204   204          2216                    7  28       Yes     Travel_Rarely
## 205   205          3931                    2  32        No     Travel_Rarely
## 206   206          2559                    1  44        No     Travel_Rarely
## 207   207          5346                    3  43       Yes     Travel_Rarely
## 208   208          6673                    0  38       Yes     Travel_Rarely
## 209   209          3204                    2  30        No     Travel_Rarely
## 210   210          8189                    7  41        No     Travel_Rarely
## 211   211         13570                   10  41        No     Travel_Rarely
## 212   212         18303                    0  42        No     Travel_Rarely
## 213   213          4680                    0  37        No     Travel_Rarely
## 214   214          6062                    2  42        No     Travel_Rarely
## 215   215          2045                    1  27        No     Travel_Rarely
## 216   216          2345                    2  40        No     Travel_Rarely
## 217   217          9824                    0  38        No     Travel_Rarely
## 218   218         17174                    7  48        No Travel_Frequently
## 219   219          2632                    4  30        No     Travel_Rarely
## 220   220          2875                    2  26        No     Travel_Rarely
## 221   221          6274                    4  34        No     Travel_Rarely
## 222   222          4286                    0  45       Yes Travel_Frequently
## 223   223          5368                    2  33        No        Non-Travel
## 224   224          1563                    0  28        No     Travel_Rarely
## 225   225          4771                    3  38        No     Travel_Rarely
## 226   226          3748                    7  30        No     Travel_Rarely
## 227   227          1951                    0  35        No     Travel_Rarely
## 228   228          2328                    2  22        No     Travel_Rarely
## 229   229          4999                    2  24        No     Travel_Rarely
## 230   230         13966                   12  49        No     Travel_Rarely
## 231   231          5770                    9  45        No     Travel_Rarely
## 232   232          2014                    2  35        No     Travel_Rarely
## 233   233         12936                   10  47       Yes Travel_Frequently
## 234   234          5940                    5  54        No     Travel_Rarely
## 235   235         16959                   12  43        No Travel_Frequently
## 236   236         10609                    7  37       Yes     Travel_Rarely
## 237   237         18880                   14  42        No     Travel_Rarely
## 238   238          6322                    5  32        No     Travel_Rarely
## 239   239          2187                    2  25        No     Travel_Rarely
## 240   240         13269                   11  50        No     Travel_Rarely
## 241   241          7406                    8  42        No     Travel_Rarely
## 242   242         18061                    0  45        No Travel_Frequently
## 243   243          2703                    4  29        No     Travel_Rarely
## 244   244          4400                    2  25       Yes     Travel_Rarely
## 245   245          5056                    2  29        No     Travel_Rarely
## 246   246          2532                    3  29        No     Travel_Rarely
## 247   247          7143                   10  31        No     Travel_Rarely
## 248   248          2269                    2  32        No     Travel_Rarely
## 249   249          5467                    3  41        No Travel_Frequently
## 250   250         16595                    8  41        No     Travel_Rarely
## 251   251          2008                    0  33        No        Non-Travel
## 252   252          5079                    7  36        No        Non-Travel
## 253   253          2274                    0  45        No     Travel_Rarely
## 254   254          2956                    0  31       Yes     Travel_Rarely
## 255   255         13757                    8  40        No        Non-Travel
## 256   256          2438                    2  43        No        Non-Travel
## 257   257          2789                    2  31        No Travel_Frequently
## 258   258          4779                    2  30        No     Travel_Rarely
## 259   259          9713                    0  34        No     Travel_Rarely
## 260   260          3977                    2  25        No     Travel_Rarely
## 261   261          2785                    0  31       Yes Travel_Frequently
## 262   262          2362                    7  29       Yes     Travel_Rarely
## 263   263          2436                    4  33       Yes     Travel_Rarely
## 264   264          2157                    2  29        No Travel_Frequently
## 265   265          2774                    2  24        No     Travel_Rarely
## 266   266          2426                    3  35        No     Travel_Rarely
## 267   267         17007                    9  34        No Travel_Frequently
## 268   268          1393                    0  32       Yes     Travel_Rarely
## 269   269          5968                    8  33        No Travel_Frequently
## 270   270          9957                    2  30        No     Travel_Rarely
## 271   271          5154                    7  45        No        Non-Travel
## 272   272          5433                    9  34        No     Travel_Rarely
## 273   273          3540                    8  27        No     Travel_Rarely
## 274   274          5647                    2  36        No     Travel_Rarely
## 275   275         18722                   15  55        No     Travel_Rarely
## 276   276         19943                    2  56        No     Travel_Rarely
## 277   277          2244                    2  22        No     Travel_Rarely
## 278   278          2455                    7  43        No Travel_Frequently
## 279   279          5744                    3  25       Yes     Travel_Rarely
## 280   280          4035                    2  55        No     Travel_Rarely
## 281   281          7847                    8  43        No     Travel_Rarely
## 282   282          4721                   17  41        No     Travel_Rarely
## 283   283          6513                    3  40        No     Travel_Rarely
## 284   284          7547                    7  31        No     Travel_Rarely
## 285   285          2844                    0  38        No     Travel_Rarely
## 286   286          5207                    7  33        No     Travel_Rarely
## 287   287          2472                    0  22       Yes     Travel_Rarely
## 288   288          2661                    2  34        No     Travel_Rarely
## 289   289          9738                    8  36        No Travel_Frequently
## 290   290          2572                    2  35        No     Travel_Rarely
## 291   291          2270                    2  45        No     Travel_Rarely
## 292   292          5674                    8  36        No        Non-Travel
## 293   293          2279                    3  27        No     Travel_Rarely
## 294   294         11957                   12  47        No        Non-Travel
## 295   295         16437                    7  40        No     Travel_Rarely
## 296   296          2660                    2  35        No     Travel_Rarely
## 297   297          9547                    9  34        No Travel_Frequently
## 298   298          6074                    6  34       Yes Travel_Frequently
## 299   299          2321                    2  31       Yes        Non-Travel
## 300   300          3464                    2  28       Yes     Travel_Rarely
## 301   301          6524                    3  32        No Travel_Frequently
## 302   302          9069                    8  35        No Travel_Frequently
## 303   303          3537                    2  55        No     Travel_Rarely
## 304   304          5098                    8  35        No     Travel_Rarely
## 305   305          2479                    0  58       Yes     Travel_Rarely
## 306   306          3162                    4  24        No        Non-Travel
## 307   307          2380                    0  50        No     Travel_Rarely
## 308   308          2979                    0  34        No        Non-Travel
## 309   309          6385                    7  55        No Travel_Frequently
## 310   310          4851                    2  25        No     Travel_Rarely
## 311   311          5484                    1  34        No     Travel_Rarely
## 312   312         13237                   13  40        No     Travel_Rarely
## 313   313          4084                    7  31       Yes Travel_Frequently
## 314   314          6132                    0  51        No     Travel_Rarely
## 315   315          5405                    2  60        No     Travel_Rarely
## 316   316          4163                    7  47        No     Travel_Rarely
## 317   317          2231                    2  34        No Travel_Frequently
## 318   318          4617                    2  24        No     Travel_Rarely
## 319   319          6120                    4  39        No     Travel_Rarely
## 320   320          2994                    1  19        No     Travel_Rarely
## 321   321          2332                    2  32        No        Non-Travel
## 322   322          2691                    8  34        No     Travel_Rarely
## 323   323          3761                    3  30        No Travel_Frequently
## 324   324          4615                    7  46        No     Travel_Rarely
## 325   325         12742                    8  39        No     Travel_Rarely
## 326   326          2318                    0  27        No     Travel_Rarely
## 327   327         19049                   10  44        No     Travel_Rarely
## 328   328          5410                    2  42        No     Travel_Rarely
## 329   329          2133                    7  38        No Travel_Frequently
## 330   330         16799                    9  42        No     Travel_Rarely
## 331   331         15379                    0  49        No     Travel_Rarely
## 332   332         10400                    8  32       Yes     Travel_Rarely
## 333   333          2342                    3  44       Yes Travel_Frequently
## 334   334          7412                    7  27        No     Travel_Rarely
## 335   335         18844                    2  59        No        Non-Travel
## 336   336          4508                    8  33       Yes Travel_Frequently
## 337   337          4968                    2  35        No Travel_Frequently
## 338   338          7756                    4  34        No Travel_Frequently
## 339   339          4728                    0  50       Yes Travel_Frequently
## 340   340          2341                    0  27        No     Travel_Rarely
## 341   341          3419                    0  36        No     Travel_Rarely
## 342   342          3867                    2  28        No Travel_Frequently
## 343   343          7119                    2  33        No     Travel_Rarely
## 344   344          2083                    0  30        No Travel_Frequently
## 345   345          4115                    3  30        No     Travel_Rarely
## 346   346         13341                   10  39        No     Travel_Rarely
## 347   347          4033                    2  34        No Travel_Frequently
## 348   348          6397                    4  26        No Travel_Frequently
## 349   349          2290                    0  44        No        Non-Travel
## 350   350         11103                    1  56        No     Travel_Rarely
## 351   351         13348                    7  42        No     Travel_Rarely
## 352   352          6929                    7  31        No     Travel_Rarely
## 353   353          4422                    0  40        No Travel_Frequently
## 354   354          4069                    2  40        No        Non-Travel
## 355   355         10447                    5  41        No     Travel_Rarely
## 356   356          4759                   12  34        No     Travel_Rarely
## 357   357          2368                    3  26        No     Travel_Rarely
## 358   358          2546                    1  29       Yes     Travel_Rarely
## 359   359          6162                    8  32        No     Travel_Rarely
## 360   360          3210                   11  36        No     Travel_Rarely
## 361   361         19999                    9  52        No     Travel_Rarely
## 362   362          1091                    0  29       Yes Travel_Frequently
## 363   363         19845                    9  52       Yes     Travel_Rarely
## 364   364         19436                    9  40        No     Travel_Rarely
## 365   365         19187                   11  55        No     Travel_Rarely
## 366   366         13212                    7  56        No Travel_Frequently
## 367   367          4444                   10  34        No Travel_Frequently
## 368   368          5473                    1  40        No     Travel_Rarely
## 369   369          2073                    2  23        No     Travel_Rarely
## 370   370          5055                    7  32        No     Travel_Rarely
## 371   371          4148                    3  31        No Travel_Frequently
## 372   372          8412                    8  30        No        Non-Travel
## 373   373          5210                   11  45        No Travel_Frequently
## 374   374          3936                    7  37        No     Travel_Rarely
## 375   375          2728                    2  20        No     Travel_Rarely
## 376   376         14411                    9  50        No Travel_Frequently
## 377   377          2743                   14  36       Yes     Travel_Rarely
## 378   378          5087                    0  42        No     Travel_Rarely
## 379   379          2168                    3  29        No     Travel_Rarely
## 380   380          2132                    1  30       Yes     Travel_Rarely
## 381   381         18300                    1  47        No     Travel_Rarely
## 382   382          2942                    7  26        No     Travel_Rarely
## 383   383          5486                    2  48        No     Travel_Rarely
## 384   384          2322                    0  23        No     Travel_Rarely
## 385   385          2461                    7  51       Yes     Travel_Rarely
## 386   386         13582                   11  38        No     Travel_Rarely
## 387   387          8789                    8  35        No Travel_Frequently
## 388   388          4262                    2  29        No     Travel_Rarely
## 389   389          4502                    7  36        No     Travel_Rarely
## 390   390          2174                    2  21       Yes Travel_Frequently
## 391   391          6500                    2  34        No     Travel_Rarely
## 392   392          4157                    0  26        No     Travel_Rarely
## 393   393          3065                    3  31        No        Non-Travel
## 394   394         10266                   11  60        No Travel_Frequently
## 395   395          2515                    2  42        No Travel_Frequently
## 396   396          2695                    2  31        No     Travel_Rarely
## 397   397         17861                    1  46        No     Travel_Rarely
## 398   398          2742                    2  34       Yes     Travel_Rarely
## 399   399          6306                    9  56        No        Non-Travel
## 400   400         10209                    2  44        No Travel_Frequently
## 401   401          6091                    2  30        No     Travel_Rarely
## 402   402          5265                    2  42        No        Non-Travel
## 403   403          2105                    0  47        No     Travel_Rarely
## 404   404          8008                    2  36        No     Travel_Rarely
## 405   405          2559                    1  35        No     Travel_Rarely
## 406   406         16627                    0  43        No     Travel_Rarely
## 407   407          5468                    7  31        No     Travel_Rarely
## 408   408          2741                    7  36        No     Travel_Rarely
## 409   409         15427                    7  53        No     Travel_Rarely
## 410   410         17159                    0  43        No     Travel_Rarely
## 411   411          2342                    3  36        No     Travel_Rarely
## 412   412          9241                    7  41        No     Travel_Rarely
## 413   413          3022                    0  37        No     Travel_Rarely
## 414   414          4648                    0  32        No Travel_Frequently
## 415   415          2351                    0  34       Yes Travel_Frequently
## 416   416          5762                    7  35        No        Non-Travel
## 417   417          2564                    7  30        No        Non-Travel
## 418   418          3688                    0  36        No Travel_Frequently
## 419   419          6474                   11  37        No     Travel_Rarely
## 420   420         11935                    7  29        No     Travel_Rarely
## 421   421          4325                    3  34        No     Travel_Rarely
## 422   422          4449                    7  37        No        Non-Travel
## 423   423          6172                    7  31       Yes     Travel_Rarely
## 424   424          1611                    0  18        No        Non-Travel
## 425   425          4724                    4  28        No     Travel_Rarely
## 426   426         10798                    0  43        No     Travel_Rarely
## 427   427          1274                    0  30        No        Non-Travel
## 428   428          3230                    0  21        No     Travel_Rarely
## 429   429          3730                    2  32       Yes     Travel_Rarely
## 430   430          5957                    9  34        No     Travel_Rarely
## 431   431          4478                    4  27        No     Travel_Rarely
## 432   432          3544                    0  40        No        Non-Travel
## 433   433          4284                    3  49       Yes Travel_Frequently
## 434   434          2109                    0  29        No     Travel_Rarely
## 435   435          9705                    0  40        No     Travel_Rarely
## 436   436          6214                    7  27        No     Travel_Rarely
## 437   437          4382                    1  28       Yes     Travel_Rarely
## 438   438          2867                    6  26        No     Travel_Rarely
## 439   439          2683                    2  50       Yes     Travel_Rarely
## 440   440          7625                    8  38        No     Travel_Rarely
## 441   441          4998                    7  32        No Travel_Frequently
## 442   442          2974                    2  29        No     Travel_Rarely
## 443   443          3485                    0  28       Yes     Travel_Rarely
## 444   444          3195                    2  44        No     Travel_Rarely
## 445   445         19328                    2  46        No     Travel_Rarely
## 446   446          3420                    2  47        No     Travel_Rarely
## 447   447          4735                    9  38        No Travel_Frequently
## 448   448          5538                    0  42        No     Travel_Rarely
## 449   449          2406                    9  38        No Travel_Frequently
## 450   450          4385                    5  45        No        Non-Travel
## 451   451          4878                    1  33        No     Travel_Rarely
## 452   452          3420                    3  44        No     Travel_Rarely
## 453   453          5813                    7  35       Yes     Travel_Rarely
## 454   454          5487                    9  33        No     Travel_Rarely
## 455   455         15402                    2  48        No     Travel_Rarely
## 456   456         19833                    8  40        No     Travel_Rarely
## 457   457          5476                    2  31        No     Travel_Rarely
## 458   458          5441                    0  51        No     Travel_Rarely
## 459   459          2066                    0  56        No     Travel_Rarely
## 460   460          5810                    8  36        No     Travel_Rarely
## 461   461          2093                    0  42        No Travel_Frequently
## 462   462          2013                    3  36        No     Travel_Rarely
## 463   463          9208                    1  50        No Travel_Frequently
## 464   464          5238                    4  31        No Travel_Frequently
## 465   465          2437                    0  43       Yes Travel_Frequently
## 466   466          3944                    2  38        No     Travel_Rarely
## 467   467          2644                    2  36        No     Travel_Rarely
## 468   468          3038                    0  36        No     Travel_Rarely
## 469   469          4969                    2  26       Yes        Non-Travel
## 470   470          4450                    3  53        No     Travel_Rarely
## 471   471          2226                    2  27        No     Travel_Rarely
## 472   472          2439                    0  29       Yes Travel_Frequently
## 473   473         13245                    0  45        No     Travel_Rarely
## 474   474          3452                    3  45        No     Travel_Rarely
## 475   475          2207                    2  28        No     Travel_Rarely
## 476   476          5772                    8  46        No Travel_Frequently
## 477   477          6334                    0  37        No     Travel_Rarely
## 478   478          4306                    0  26        No     Travel_Rarely
## 479   479          2950                    4  52        No     Travel_Rarely
## 480   480         13744                    8  37        No     Travel_Rarely
## 481   481          5373                    2  29        No     Travel_Rarely
## 482   482          2356                    2  31        No     Travel_Rarely
## 483   483          5747                   11  34        No Travel_Frequently
## 484   484          4257                    2  56        No     Travel_Rarely
## 485   485         10312                    6  58       Yes     Travel_Rarely
## 486   486          5993                    5  41       Yes     Travel_Rarely
## 487   487          1081                    0  30       Yes     Travel_Rarely
## 488   488          2911                    3  31        No     Travel_Rarely
## 489   489          5381                    0  48       Yes     Travel_Rarely
## 490   490          6142                    3  34        No     Travel_Rarely
## 491   491         18665                    2  49        No Travel_Frequently
## 492   492         16880                    2  50        No     Travel_Rarely
## 493   493          5869                    4  29        No     Travel_Rarely
## 494   494          8606                    3  35        No     Travel_Rarely
## 495   495          5673                    7  36        No     Travel_Rarely
## 496   496         16307                   17  51        No     Travel_Rarely
## 497   497          2654                    2  45        No     Travel_Rarely
## 498   498          2326                    2  37        No Travel_Frequently
## 499   499          5237                    7  36        No     Travel_Rarely
## 500   500          5736                    2  39        No        Non-Travel
## 501   501         10008                    9  58       Yes     Travel_Rarely
## 502   502          2028                    3  28       Yes     Travel_Rarely
## 503   503          2655                    7  48       Yes Travel_Frequently
## 504   504          9980                    8  29        No     Travel_Rarely
## 505   505         17169                    6  47        No     Travel_Rarely
## 506   506          5878                    5  32        No     Travel_Rarely
## 507   507          2851                    0  33       Yes     Travel_Rarely
## 508   508         10596                    2  51        No Travel_Frequently
## 509   509          2793                    8  37        No Travel_Frequently
## 510   510         19545                    8  41       Yes     Travel_Rarely
## 511   511          5343                    9  38        No     Travel_Rarely
## 512   512         10920                    5  39        No        Non-Travel
## 513   513          3433                    3  32        No Travel_Frequently
## 514   514         13458                   12  33        No Travel_Frequently
## 515   515          2610                    2  21        No        Non-Travel
## 516   516          5482                    2  51        No     Travel_Rarely
## 517   517          2413                    0  25       Yes     Travel_Rarely
## 518   518          2766                    4  42        No     Travel_Rarely
## 519   519          4627                    7  30        No     Travel_Rarely
## 520   520          2587                    0  56       Yes     Travel_Rarely
## 521   521          2553                    3  34        No Travel_Frequently
## 522   522          2408                    0  28       Yes     Travel_Rarely
## 523   523          9724                    0  45        No     Travel_Rarely
## 524   524         19502                    9  49        No     Travel_Rarely
## 525   525          2177                    0  59        No     Travel_Rarely
## 526   526          7525                   12  53        No Travel_Frequently
## 527   527          5006                    3  45        No     Travel_Rarely
## 528   528          6833                    1  31        No     Travel_Rarely
## 529   529          2859                    4  35        No     Travel_Rarely
## 530   530          4963                    3  56       Yes     Travel_Rarely
## 531   531          8823                    9  38        No     Travel_Rarely
## 532   532          6815                    0  36        No     Travel_Rarely
## 533   533          2700                    7  29        No     Travel_Rarely
## 534   534          6667                    2  32        No        Non-Travel
## 535   535          2119                    7  29       Yes     Travel_Rarely
## 536   536          2089                    2  43        No        Non-Travel
## 537   537          7351                    0  38        No     Travel_Rarely
## 538   538          2696                    0  42        No     Travel_Rarely
## 539   539          3202                    4  24       Yes     Travel_Rarely
## 540   540          5155                    5  42        No     Travel_Rarely
## 541   541          3491                    9  30        No     Travel_Rarely
## 542   542          3143                    6  33        No     Travel_Rarely
## 543   543          2566                    1  27        No        Non-Travel
## 544   544          6553                    0  38        No     Travel_Rarely
## 545   545          4381                    3  34        No     Travel_Rarely
## 546   546          2929                    7  34        No     Travel_Rarely
## 547   547          7403                    7  49        No     Travel_Rarely
## 548   548          5094                    0  40        No Travel_Frequently
## 549   549         12061                    1  38        No     Travel_Rarely
## 550   550          2177                    4  45        No     Travel_Rarely
## 551   551         19189                   10  41        No     Travel_Rarely
## 552   552          4936                    4  28        No     Travel_Rarely
## 553   553          3886                    8  36        No Travel_Frequently
## 554   554          2259                    0  48        No     Travel_Rarely
## 555   555          4876                    2  40        No        Non-Travel
## 556   556          9602                    0  37        No     Travel_Rarely
## 557   557          3780                    0  54        No     Travel_Rarely
## 558   558          3622                    3  34        No     Travel_Rarely
## 559   559          4434                    8  42        No     Travel_Rarely
## 560   560          5296                    7  26        No     Travel_Rarely
## 561   561          2088                    2  36        No Travel_Frequently
## 562   562         15787                    2  58        No Travel_Frequently
## 563   563          2811                    2  27        No     Travel_Rarely
## 564   564         11031                    8  31        No        Non-Travel
## 565   565          3833                    2  30        No     Travel_Rarely
## 566   566          2436                    2  44        No     Travel_Rarely
## 567   567          2176                    4  32        No     Travel_Rarely
## 568   568          9714                    7  30       Yes     Travel_Rarely
## 569   569          6244                    3  42        No     Travel_Rarely
## 570   570         13973                    5  50        No     Travel_Rarely
## 571   571          4393                    4  41        No     Travel_Rarely
## 572   572          2693                    0  21       Yes     Travel_Rarely
## 573   573          6834                    7  28        No Travel_Frequently
## 574   574          6799                    8  34        No     Travel_Rarely
## 575   575          6272                    4  26        No     Travel_Rarely
## 576   576          5993                    7  37        No     Travel_Rarely
## 577   577          2858                    0  38        No     Travel_Rarely
## 578   578          3162                    3  44        No        Non-Travel
## 579   579          5042                    8  39        No Travel_Frequently
## 580   580          6623                    0  29        No     Travel_Rarely
## 581   581          3669                    2  25        No     Travel_Rarely
## 582   582         15992                    0  42        No     Travel_Rarely
## 583   583          5811                    0  38        No     Travel_Rarely
## 584   584          4779                    5  28        No     Travel_Rarely
## 585   585          6465                    3  44        No     Travel_Rarely
## 586   586          2741                    7  40        No     Travel_Rarely
## 587   587          5329                    9  38        No        Non-Travel
## 588   588          3407                    3  36       Yes     Travel_Rarely
## 589   589          3629                    2  37        No     Travel_Rarely
## 590   590          4014                    2  35        No     Travel_Rarely
## 591   591          2814                    3  22        No        Non-Travel
## 592   592          4599                   10  34       Yes     Travel_Rarely
## 593   593          2909                    2  28       Yes Travel_Frequently
## 594   594          3211                    4  49        No     Travel_Rarely
## 595   595         10435                   12  40        No     Travel_Rarely
## 596   596          4037                    8  33        No     Travel_Rarely
## 597   597         10903                    8  35        No     Travel_Rarely
## 598   598          3448                    0  40        No     Travel_Rarely
## 599   599          6142                    3  27        No     Travel_Rarely
## 600   600          2293                    0  24       Yes     Travel_Rarely
## 601   601          2033                    0  24        No        Non-Travel
## 602   602          4087                    2  32        No        Non-Travel
## 603   603         11416                    7  30        No     Travel_Rarely
## 604   604          3131                    8  29        No     Travel_Rarely
## 605   605          2760                    2  29       Yes     Travel_Rarely
## 606   606         14814                    3  53        No     Travel_Rarely
## 607   607          5473                    3  59        No Travel_Frequently
## 608   608          5605                    7  38        No     Travel_Rarely
## 609   609          3578                    7  26        No     Travel_Rarely
## 610   610          2342                    2  33        No        Non-Travel
## 611   611          5363                    0  35        No     Travel_Rarely
## 612   612          6811                    7  41        No        Non-Travel
## 613   613          2707                    7  33       Yes     Travel_Rarely
## 614   614          2121                    0  19       Yes     Travel_Rarely
## 615   615          7264                    7  30        No     Travel_Rarely
## 616   616          3986                   13  34        No     Travel_Rarely
## 617   617          3838                    2  33        No     Travel_Rarely
## 618   618          5454                    3  44        No     Travel_Rarely
## 619   619          9991                    7  39        No     Travel_Rarely
## 620   620          1281                    0  35        No        Non-Travel
## 621   621          2926                    0  20       Yes Travel_Frequently
## 622   622          5067                    7  47        No Travel_Frequently
## 623   623          3280                    3  34        No     Travel_Rarely
## 624   624          8837                    7  35        No     Travel_Rarely
## 625   625          2561                    0  28       Yes Travel_Frequently
## 626   626          2517                    3  27        No     Travel_Rarely
## 627   627          4162                    3  24        No     Travel_Rarely
## 628   628         11510                    9  38        No     Travel_Rarely
## 629   629         10976                    2  55        No Travel_Frequently
## 630   630          8621                    7  34        No     Travel_Rarely
## 631   631          2662                    4  55        No     Travel_Rarely
## 632   632          9888                    1  34        No     Travel_Rarely
## 633   633          6861                    0  38        No     Travel_Rarely
## 634   634          2835                    0  36        No     Travel_Rarely
## 635   635          9985                    0  43        No     Travel_Rarely
## 636   636          2376                    2  35        No Travel_Frequently
## 637   637         17665                    7  42        No     Travel_Rarely
## 638   638          8628                    1  34        No     Travel_Rarely
## 639   639          2725                    4  24        No     Travel_Rarely
## 640   640          3041                    2  27       Yes     Travel_Rarely
## 641   641          2693                    0  30        No     Travel_Rarely
## 642   642          4448                    7  40        No     Travel_Rarely
## 643   643         16756                    2  55        No        Non-Travel
## 644   644          2307                    0  34       Yes        Non-Travel
## 645   645          2107                    0  41       Yes        Non-Travel
## 646   646         10855                   11  40        No     Travel_Rarely
## 647   647          1904                    0  18       Yes        Non-Travel
## 648   648          2305                    2  26        No     Travel_Rarely
## 649   649          4312                    8  35        No     Travel_Rarely
## 650   650          2166                    3  40       Yes     Travel_Rarely
## 651   651          2450                    2  35        No     Travel_Rarely
## 652   652          5220                    9  60        No     Travel_Rarely
## 653   653         13499                   13  40        No Travel_Frequently
## 654   654         12504                    0  48        No     Travel_Rarely
## 655   655          3894                    2  22       Yes Travel_Frequently
## 656   656          4741                    3  26        No Travel_Frequently
## 657   657         12490                    7  51        No     Travel_Rarely
## 658   658         16032                   12  54        No Travel_Frequently
## 659   659          6032                    2  41        No     Travel_Rarely
## 660   660          6499                    3  36        No Travel_Frequently
## 661   661          5309                    7  32        No Travel_Frequently
## 662   662          2768                    7  34        No     Travel_Rarely
## 663   663         10368                    3  46        No     Travel_Rarely
## 664   664          3917                    2  35        No     Travel_Rarely
## 665   665          4568                    7  34        No        Non-Travel
## 666   666          6294                    2  29        No Travel_Frequently
## 667   667          7918                    1  29        No Travel_Frequently
## 668   668          3408                    3  33       Yes     Travel_Rarely
## 669   669          4883                    1  32       Yes     Travel_Rarely
## 670   670         17779                    9  54        No     Travel_Rarely
## 671   671         13664                    2  37        No     Travel_Rarely
## 672   672          5505                    4  33        No     Travel_Rarely
## 673   673          4898                    3  28        No Travel_Frequently
## 674   674          2022                    8  35       Yes Travel_Frequently
## 675   675          3517                    2  27        No     Travel_Rarely
## 676   676         18789                    8  46        No     Travel_Rarely
## 677   677          5228                    5  36        No     Travel_Rarely
## 678   678          6323                    4  40        No Travel_Frequently
## 679   679          5131                    2  36        No Travel_Frequently
## 680   680          2329                    2  31        No     Travel_Rarely
## 681   681          4256                    3  25        No     Travel_Rarely
## 682   682          2258                    2  43        No Travel_Frequently
## 683   683          5347                    2  36        No     Travel_Rarely
## 684   684          9439                    4  57        No     Travel_Rarely
## 685   685          2713                    2  28        No     Travel_Rarely
## 686   686         10648                    8  31        No     Travel_Rarely
## 687   687          7553                    7  29       Yes Travel_Frequently
## 688   688          2622                    1  33        No     Travel_Rarely
## 689   689          1102                    0  19       Yes     Travel_Rarely
## 690   690          2592                    8  38        No        Non-Travel
## 691   691          6077                    2  38        No Travel_Frequently
## 692   692         11849                    9  47       Yes        Non-Travel
## 693   693          6781                    0  42        No     Travel_Rarely
## 694   694          2285                    0  30       Yes Travel_Frequently
## 695   695          9525                    3  37        No Travel_Frequently
## 696   696          3294                    2  47        No     Travel_Rarely
## 697   697         15202                    2  48        No Travel_Frequently
## 698   698          5914                    7  36        No     Travel_Rarely
## 699   699          1569                    0  18       Yes Travel_Frequently
## 700   700         19081                    3  46        No     Travel_Rarely
## 701   701          2804                    0  29        No     Travel_Rarely
## 702   702          5714                    3  34        No     Travel_Rarely
## 703   703         10377                   12  35        No        Non-Travel
## 704   704          2148                    4  26       Yes     Travel_Rarely
## 705   705          2267                    2  59        No     Travel_Rarely
## 706   706          6230                   10  41        No        Non-Travel
## 707   707          6854                    7  54        No     Travel_Rarely
## 708   708          2109                    2  31        No     Travel_Rarely
## 709   709          3702                    4  38        No     Travel_Rarely
## 710   710         17924                    7  50        No        Non-Travel
## 711   711         11916                    8  30        No     Travel_Rarely
## 712   712         14118                    0  57        No     Travel_Rarely
## 713   713          2559                    0  48        No     Travel_Rarely
## 714   714          9699                   12  36        No Travel_Frequently
## 715   715          7587                    9  36        No        Non-Travel
## 716   716          1555                    0  24       Yes     Travel_Rarely
## 717   717          6578                    4  30        No     Travel_Rarely
## 718   718          3660                    7  28        No     Travel_Rarely
## 719   719          4581                    7  35       Yes Travel_Frequently
## 720   720          7655                    7  28        No     Travel_Rarely
## 721   721          9434                    8  37        No     Travel_Rarely
## 722   722          5768                    2  37        No     Travel_Rarely
## 723   723          2996                    3  34        No Travel_Frequently
## 724   724          8858                    8  36        No     Travel_Rarely
## 725   725          3968                    0  42        No     Travel_Rarely
## 726   726          4898                    2  25        No     Travel_Rarely
## 727   727          2973                    0  37        No Travel_Frequently
## 728   728          3815                    0  34        No Travel_Frequently
## 729   729          2340                    0  26       Yes     Travel_Rarely
## 730   730          2523                    1  22        No     Travel_Rarely
## 731   731          4765                    0  43        No     Travel_Rarely
## 732   732          5238                    0  39       Yes     Travel_Rarely
## 733   733          2863                    0  27       Yes Travel_Frequently
## 734   734          4707                    2  32       Yes        Non-Travel
## 735   735          2972                    0  34        No     Travel_Rarely
## 736   736          6500                    7  27        No     Travel_Rarely
## 737   737         12031                    6  39        No     Travel_Rarely
## 738   738          5171                    5  59        No     Travel_Rarely
## 739   739          4601                    0  35        No     Travel_Rarely
## 740   740          3681                    2  35        No     Travel_Rarely
## 741   741          8639                    2  25        No     Travel_Rarely
## 742   742         11557                    1  31        No     Travel_Rarely
## 743   743          4285                    7  37        No     Travel_Rarely
## 744   744          3295                    2  23        No     Travel_Rarely
## 745   745          4907                    4  25        No     Travel_Rarely
## 746   746          2296                    0  24        No     Travel_Rarely
## 747   747          2335                    0  29       Yes     Travel_Rarely
## 748   748          5343                    9  34        No Travel_Frequently
## 749   749          3907                    2  24        No     Travel_Rarely
## 750   750          2500                    2  33        No     Travel_Rarely
## 751   751          2323                    2  20       Yes Travel_Frequently
## 752   752          2302                    2  31       Yes Travel_Frequently
## 753   753         11245                   13  50        No Travel_Frequently
## 754   754          7314                    7  46       Yes     Travel_Rarely
## 755   755         13549                    3  54        No     Travel_Rarely
## 756   756          3708                    4  44        No        Non-Travel
## 757   757          4014                    7  35        No     Travel_Rarely
## 758   758          6651                    2  49        No     Travel_Rarely
## 759   759          3306                    0  38        No     Travel_Rarely
## 760   760         18824                   11  45       Yes     Travel_Rarely
## 761   761          2404                    0  29       Yes     Travel_Rarely
## 762   762         16752                    0  47        No     Travel_Rarely
## 763   763          6151                    9  41        No        Non-Travel
## 764   764          6347                   13  50        No        Non-Travel
## 765   765          3737                    2  34        No     Travel_Rarely
## 766   766          5769                    4  45        No     Travel_Rarely
## 767   767          3376                    8  41        No     Travel_Rarely
## 768   768         10932                    1  40        No        Non-Travel
## 769   769          7379                    4  46        No     Travel_Rarely
## 770   770          5593                   12  45        No        Non-Travel
## 771   771          4682                    1  33        No Travel_Frequently
## 772   772         10453                    7  46        No     Travel_Rarely
## 773   773         10938                    8  39        No Travel_Frequently
## 774   774          3388                    0  36       Yes     Travel_Rarely
## 775   775         10124                    9  42        No Travel_Frequently
## 776   776          3505                    2  23        No     Travel_Rarely
## 777   777          2064                    3  30        No     Travel_Rarely
## 778   778          2827                    0  32        No        Non-Travel
## 779   779          2570                    7  26        No        Non-Travel
## 780   780          4787                    2  29       Yes     Travel_Rarely
## 781   781          3140                    2  41       Yes     Travel_Rarely
## 782   782          4553                   10  39        No     Travel_Rarely
## 783   783          2277                    3  33        No     Travel_Rarely
## 784   784          4539                    1  33        No Travel_Frequently
## 785   785          4978                    0  47        No        Non-Travel
## 786   786         16422                    0  31        No     Travel_Rarely
## 787   787         13116                    2  51        No     Travel_Rarely
## 788   788          4941                    7  52       Yes     Travel_Rarely
## 789   789         19038                    0  55        No     Travel_Rarely
## 790   790          2096                    1  25        No     Travel_Rarely
## 791   791          4789                    2  49        No     Travel_Rarely
## 792   792          2311                    2  34        No     Travel_Rarely
## 793   793          7756                    2  38        No     Travel_Rarely
## 794   794         10096                    8  36        No     Travel_Rarely
## 795   795          6804                    7  49        No        Non-Travel
## 796   796          3348                    7  33       Yes Travel_Frequently
## 797   797         13496                   10  45        No     Travel_Rarely
## 798   798          2398                    0  22       Yes     Travel_Rarely
## 799   799          1859                    0  19       Yes        Non-Travel
## 800   800          6842                    4  36        No     Travel_Rarely
## 801   801          5376                    3  33        No Travel_Frequently
## 802   802          6582                    5  31        No     Travel_Rarely
## 803   803         17068                   10  39        No     Travel_Rarely
## 804   804          9582                    7  35       Yes     Travel_Rarely
## 805   805          2042                    2  44        No        Non-Travel
## 806   806          8321                    7  36        No     Travel_Rarely
## 807   807          6232                    2  25        No     Travel_Rarely
## 808   808          2323                    2  22        No     Travel_Rarely
## 809   809          2862                    8  30        No     Travel_Rarely
## 810   810          3058                    1  27        No     Travel_Rarely
## 811   811          3072                   10  30        No        Non-Travel
## 812   812          3229                    2  25        No     Travel_Rarely
## 813   813          4260                    3  24        No     Travel_Rarely
## 814   814         19658                    0  47        No     Travel_Rarely
## 815   815          2899                    2  38        No     Travel_Rarely
## 816   816          2781                   10  33        No     Travel_Rarely
## 817   817          6877                    0  30        No     Travel_Rarely
## 818   818         11691                    7  33        No     Travel_Rarely
## 819   819          2720                    2  30        No     Travel_Rarely
## 820   820          9854                    2  28       Yes     Travel_Rarely
## 821   821          3312                    2  32        No     Travel_Rarely
## 822   822          6931                    2  29        No     Travel_Rarely
## 823   823          6712                    7  34        No     Travel_Rarely
## 824   824          2610                    2  31       Yes Travel_Frequently
## 825   825          4663                    1  36        No     Travel_Rarely
## 826   826         19627                    2  46        No     Travel_Rarely
## 827   827          8161                    0  31       Yes     Travel_Rarely
## 828   828          4538                    2  34        No     Travel_Rarely
## 829   829          2468                    5  38        No Travel_Frequently
## 830   830         18200                    7  50        No Travel_Frequently
## 831   831          3633                    8  45        No        Non-Travel
## 832   832          1675                    0  19       Yes     Travel_Rarely
## 833   833          3196                    3  28        No     Travel_Rarely
## 834   834          2552                    0  19        No     Travel_Rarely
## 835   835         13577                    0  55        No        Non-Travel
## 836   836          8834                    7  37        No        Non-Travel
## 837   837          2996                    3  37        No     Travel_Rarely
## 838   838          5337                    7  34        No     Travel_Rarely
## 839   839         10333                   10  47        No     Travel_Rarely
## 840   840         19665                    9  48        No     Travel_Rarely
## 841   841          1420                    0  18       Yes     Travel_Rarely
## 842   842          7988                    9  29        No     Travel_Rarely
## 843   843         13826                    0  52        No Travel_Frequently
## 844   844          8500                    6  34        No     Travel_Rarely
## 845   845          6029                    2  34        No     Travel_Rarely
## 846   846          4558                    8  28        No     Travel_Rarely
## 847   847          1483                    0  19        No     Travel_Rarely
## 848   848          9613                    7  39        No     Travel_Rarely
## 849   849          6380                    0  40       Yes     Travel_Rarely
## 850   850          2544                    7  26        No Travel_Frequently
## 851   851          4559                    2  31       Yes     Travel_Rarely
## 852   852          2206                    8  30        No     Travel_Rarely
## 853   853          4193                    8  29        No     Travel_Rarely
## 854   854          5661                    7  28        No     Travel_Rarely
## 855   855          4788                    2  35        No     Travel_Rarely
## 856   856          2404                    0  35        No     Travel_Rarely
## 857   857          2657                    4  30       Yes     Travel_Rarely
## 858   858          8943                    9  31        No Travel_Frequently
## 859   859          2238                    4  41        No     Travel_Rarely
## 860   860          7978                    5  44       Yes     Travel_Rarely
## 861   861          2838                    7  51        No Travel_Frequently
## 862   862         10231                   17  43        No     Travel_Rarely
## 863   863          5304                    4  34       Yes        Non-Travel
## 864   864         13770                   13  47        No Travel_Frequently
## 865   865          9380                    2  45        No     Travel_Rarely
## 866   866          7898                    8  48        No     Travel_Rarely
## 867   867          4465                    2  32        No        Non-Travel
## 868   868          4591                    2  47        No     Travel_Rarely
## 869   869          4477                    2  45        No     Travel_Rarely
## 870   870          4425                    2  35        No Travel_Frequently
## 871   871            NA                    7  43        No Travel_Frequently
## 872   872            NA                    2  33        No     Travel_Rarely
## 873   873            NA                    8  55       Yes     Travel_Rarely
## 874   874            NA                    2  36        No        Non-Travel
## 875   875            NA                    7  27        No     Travel_Rarely
## 876   876            NA                    0  39       Yes     Travel_Rarely
## 877   877            NA                    7  33        No        Non-Travel
## 878   878            NA                    2  21       Yes Travel_Frequently
## 879   879            NA                    9  30        No Travel_Frequently
## 880   880            NA                    3  51        No     Travel_Rarely
## 881   881            NA                    3  46       Yes     Travel_Rarely
## 882   882            NA                    3  40        No     Travel_Rarely
## 883   883            NA                    2  29        No     Travel_Rarely
## 884   884            NA                    1  27        No Travel_Frequently
## 885   885            NA                    0  29        No     Travel_Rarely
## 886   886            NA                    2  22       Yes     Travel_Rarely
## 887   887            NA                    6  29        No     Travel_Rarely
## 888   888            NA                    0  34        No     Travel_Rarely
## 889   889            NA                    7  31        No     Travel_Rarely
## 890   890            NA                    4  35        No     Travel_Rarely
## 891   891            NA                    8  40        No     Travel_Rarely
## 892   892            NA                    3  30        No     Travel_Rarely
## 893   893            NA                    7  46       Yes     Travel_Rarely
## 894   894            NA                    4  27        No Travel_Frequently
## 895   895            NA                    7  49        No     Travel_Rarely
## 896   896            NA                    7  46        No     Travel_Rarely
## 897   897            NA                    0  33       Yes     Travel_Rarely
## 898   898            NA                   10  42        No        Non-Travel
## 899   899            NA                    6  34        No     Travel_Rarely
## 900   900            NA                    2  36        No     Travel_Rarely
## 901   901            NA                    2  27        No     Travel_Rarely
## 902   902            NA                    0  44        No Travel_Frequently
## 903   903            NA                    7  48        No     Travel_Rarely
## 904   904            NA                    0  40        No     Travel_Rarely
## 905   905            NA                    1  45        No     Travel_Rarely
## 906   906            NA                    2  33        No Travel_Frequently
## 907   907            NA                    5  46        No Travel_Frequently
## 908   908            NA                    4  37        No     Travel_Rarely
## 909   909            NA                    2  28       Yes     Travel_Rarely
## 910   910            NA                    0  32        No     Travel_Rarely
## 911   911            NA                    7  43        No     Travel_Rarely
## 912   912            NA                    2  38        No Travel_Frequently
## 913   913            NA                    2  40        No     Travel_Rarely
## 914   914            NA                    8  34        No     Travel_Rarely
## 915   915            NA                    1  41        No     Travel_Rarely
## 916   916            NA                    2  23        No     Travel_Rarely
## 917   917            NA                    2  28        No     Travel_Rarely
## 918   918            NA                    2  26        No     Travel_Rarely
## 919   919            NA                    0  28        No     Travel_Rarely
## 920   920            NA                    0  59        No     Travel_Rarely
## 921   921            NA                    2  30        No     Travel_Rarely
## 922   922            NA                    1  35        No     Travel_Rarely
## 923   923            NA                    0  36       Yes     Travel_Rarely
## 924   924            NA                    3  42        No        Non-Travel
## 925   925            NA                    7  54        No     Travel_Rarely
## 926   926            NA                    7  40        No     Travel_Rarely
## 927   927            NA                    8  32        No     Travel_Rarely
## 928   928            NA                   11  38        No     Travel_Rarely
## 929   929            NA                    0  22        No        Non-Travel
## 930   930            NA                    6  32        No Travel_Frequently
## 931   931            NA                    7  34        No        Non-Travel
## 932   932            NA                    7  32        No     Travel_Rarely
## 933   933            NA                    7  41        No     Travel_Rarely
## 934   934            NA                    0  58       Yes Travel_Frequently
## 935   935            NA                    0  20       Yes     Travel_Rarely
## 936   936            NA                    0  24       Yes Travel_Frequently
## 937   937            NA                    3  46        No     Travel_Rarely
## 938   938            NA                    3  51       Yes Travel_Frequently
## 939   939            NA                    7  39        No     Travel_Rarely
## 940   940            NA                    0  28        No     Travel_Rarely
## 941   941            NA                    0  40       Yes     Travel_Rarely
## 942   942            NA                    6  39        No     Travel_Rarely
## 943   943            NA                    9  59        No     Travel_Rarely
## 944   944            NA                    2  27        No     Travel_Rarely
## 945   945            NA                    0  18        No     Travel_Rarely
## 946   946            NA                    3  29        No Travel_Frequently
## 947   947            NA                    0  21       Yes     Travel_Rarely
## 948   948            NA                    2  26        No     Travel_Rarely
## 949   949            NA                    0  26       Yes Travel_Frequently
## 950   950            NA                    3  47       Yes Travel_Frequently
## 951   951            NA                    3  42        No        Non-Travel
## 952   952            NA                    5  40        No     Travel_Rarely
## 953   953            NA                    1  37        No     Travel_Rarely
## 954   954            NA                    2  27        No Travel_Frequently
## 955   955            NA                    3  39        No        Non-Travel
## 956   956            NA                    3  45        No     Travel_Rarely
## 957   957            NA                    2  56        No     Travel_Rarely
## 958   958            NA                    7  32        No        Non-Travel
## 959   959            NA                    2  41        No     Travel_Rarely
## 960   960            NA                    8  58       Yes     Travel_Rarely
## 961   961            NA                    5  29        No     Travel_Rarely
## 962   962            NA                    7  40        No     Travel_Rarely
## 963   963            NA                    2  38        No Travel_Frequently
## 964   964            NA                    6  39        No     Travel_Rarely
## 965   965            NA                    1  25        No     Travel_Rarely
## 966   966            NA                    8  50        No     Travel_Rarely
## 967   967            NA                    4  29        No     Travel_Rarely
## 968   968            NA                    0  36        No     Travel_Rarely
## 969   969            NA                    2  50        No Travel_Frequently
## 970   970            NA                    2  26       Yes     Travel_Rarely
## 971   971            NA                    7  27        No     Travel_Rarely
## 972   972            NA                    5  31        No     Travel_Rarely
## 973   973            NA                    2  28        No Travel_Frequently
## 974   974            NA                    0  20        No     Travel_Rarely
## 975   975            NA                    2  24        No     Travel_Rarely
## 976   976            NA                    1  29       Yes     Travel_Rarely
## 977   977            NA                    2  48        No     Travel_Rarely
## 978   978            NA                    3  39       Yes     Travel_Rarely
## 979   979            NA                   15  35        No     Travel_Rarely
## 980   980            NA                    0  49        No     Travel_Rarely
## 981   981            NA                    2  35        No     Travel_Rarely
## 982   982            NA                    2  46        No     Travel_Rarely
## 983   983            NA                    2  52        No     Travel_Rarely
## 984   984            NA                    0  26        No     Travel_Rarely
## 985   985            NA                    0  36        No     Travel_Rarely
## 986   986            NA                    3  32       Yes Travel_Frequently
## 987   987            NA                    0  22       Yes Travel_Frequently
## 988   988            NA                    3  32        No     Travel_Rarely
## 989   989            NA                    8  39        No Travel_Frequently
## 990   990            NA                    2  31        No     Travel_Rarely
## 991   991            NA                    4  39        No     Travel_Rarely
## 992   992            NA                    4  24        No     Travel_Rarely
## 993   993            NA                    7  30        No     Travel_Rarely
## 994   994            NA                    0  40        No Travel_Frequently
## 995   995            NA                    3  38        No        Non-Travel
## 996   996            NA                   10  34        No     Travel_Rarely
## 997   997            NA                    2  38        No Travel_Frequently
## 998   998            NA                    7  54        No     Travel_Rarely
## 999   999            NA                    8  35        No     Travel_Rarely
## 1000 1000            NA                    1  32       Yes     Travel_Rarely
## 1001 1001            NA                    2  46        No     Travel_Rarely
## 1002 1002            NA                    0  47        No Travel_Frequently
## 1003 1003            NA                    6  32        No     Travel_Rarely
## 1004 1004            NA                    4  47        No     Travel_Rarely
## 1005 1005            NA                    6  48        No     Travel_Rarely
## 1006 1006            NA                    1  34        No     Travel_Rarely
## 1007 1007            NA                    2  20        No     Travel_Rarely
## 1008 1008            NA                    2  38        No     Travel_Rarely
## 1009 1009            NA                    7  53        No     Travel_Rarely
## 1010 1010            NA                    5  53        No     Travel_Rarely
## 1011 1011            NA                    0  37       Yes Travel_Frequently
## 1012 1012            NA                    0  34        No     Travel_Rarely
## 1013 1013            NA                    9  32        No     Travel_Rarely
## 1014 1014            NA                    7  34       Yes Travel_Frequently
## 1015 1015            NA                    1  30       Yes Travel_Frequently
## 1016 1016            NA                    2  43        No     Travel_Rarely
## 1017 1017            NA                    8  42        No     Travel_Rarely
## 1018 1018            NA                    6  35        No     Travel_Rarely
## 1019 1019            NA                    4  30        No     Travel_Rarely
## 1020 1020            NA                    0  18        No        Non-Travel
## 1021 1021            NA                    7  45        No     Travel_Rarely
## 1022 1022            NA                    0  36        No        Non-Travel
## 1023 1023            NA                    2  39        No     Travel_Rarely
## 1024 1024            NA                    4  45        No        Non-Travel
## 1025 1025            NA                    7  41        No Travel_Frequently
## 1026 1026            NA                    3  39        No        Non-Travel
## 1027 1027            NA                    0  31        No     Travel_Rarely
## 1028 1028            NA                    3  25        No     Travel_Rarely
## 1029 1029            NA                    0  24       Yes     Travel_Rarely
## 1030 1030            NA                    6  44       Yes     Travel_Rarely
## 1031 1031            NA                    2  32        No     Travel_Rarely
## 1032 1032            NA                    8  43        No     Travel_Rarely
## 1033 1033            NA                    8  27        No     Travel_Rarely
## 1034 1034            NA                    0  26        No     Travel_Rarely
## 1035 1035            NA                    7  40        No        Non-Travel
## 1036 1036            NA                    1  20       Yes     Travel_Rarely
## 1037 1037            NA                    4  25        No     Travel_Rarely
## 1038 1038            NA                    1  54        No     Travel_Rarely
## 1039 1039            NA                    2  39        No     Travel_Rarely
## 1040 1040            NA                    1  29        No     Travel_Rarely
## 1041 1041            NA                    4  31       Yes Travel_Frequently
## 1042 1042            NA                    2  33        No     Travel_Rarely
## 1043 1043            NA                    4  36        No     Travel_Rarely
## 1044 1044            NA                   11  36        No     Travel_Rarely
## 1045 1045            NA                    4  28        No        Non-Travel
## 1046 1046            NA                    0  28       Yes Travel_Frequently
## 1047 1047            NA                    4  38       Yes     Travel_Rarely
## 1048 1048            NA                    8  33        No Travel_Frequently
## 1049 1049            NA                    7  27       Yes     Travel_Rarely
## 1050 1050            NA                    2  35       Yes     Travel_Rarely
## 1051 1051            NA                    9  53       Yes     Travel_Rarely
## 1052 1052            NA                    7  36        No Travel_Frequently
## 1053 1053            NA                    2  43        No     Travel_Rarely
## 1054 1054            NA                    2  28        No     Travel_Rarely
## 1055 1055            NA                    2  27        No Travel_Frequently
## 1056 1056            NA                    2  25       Yes     Travel_Rarely
## 1057 1057            NA                    0  27        No Travel_Frequently
## 1058 1058            NA                    9  43        No     Travel_Rarely
## 1059 1059            NA                    7  37        No     Travel_Rarely
## 1060 1060            NA                    4  28        No     Travel_Rarely
## 1061 1061            NA                    8  57        No     Travel_Rarely
## 1062 1062            NA                    2  34        No Travel_Frequently
## 1063 1063            NA                    7  33        No Travel_Frequently
## 1064 1064            NA                    2  23       Yes     Travel_Rarely
## 1065 1065            NA                    2  58        No        Non-Travel
## 1066 1066            NA                    2  23        No     Travel_Rarely
## 1067 1067            NA                    2  40        No     Travel_Rarely
## 1068 1068            NA                   10  60        No     Travel_Rarely
## 1069 1069            NA                    3  33        No Travel_Frequently
## 1070 1070            NA                    2  50        No     Travel_Rarely
## 1071 1071            NA                    0  27        No     Travel_Rarely
## 1072 1072            NA                   12  31        No     Travel_Rarely
## 1073 1073            NA                    2  20        No     Travel_Rarely
## 1074 1074            NA                    7  30        No     Travel_Rarely
## 1075 1075            NA                    0  56        No     Travel_Rarely
## 1076 1076            NA                    9  46        No     Travel_Rarely
## 1077 1077            NA                    8  53        No     Travel_Rarely
## 1078 1078            NA                    2  31        No     Travel_Rarely
## 1079 1079            NA                    7  36        No     Travel_Rarely
## 1080 1080            NA                    2  42        No Travel_Frequently
## 1081 1081            NA                    2  40        No     Travel_Rarely
## 1082 1082            NA                    1  35        No     Travel_Rarely
## 1083 1083            NA                    0  23       Yes Travel_Frequently
## 1084 1084            NA                    9  35        No     Travel_Rarely
## 1085 1085            NA                    8  38        No Travel_Frequently
## 1086 1086            NA                   12  40        No Travel_Frequently
## 1087 1087            NA                    2  31        No     Travel_Rarely
## 1088 1088            NA                    1  38        No     Travel_Rarely
## 1089 1089            NA                    3  31        No     Travel_Rarely
## 1090 1090            NA                    4  27        No     Travel_Rarely
## 1091 1091            NA                    7  29        No     Travel_Rarely
## 1092 1092            NA                   11  36        No        Non-Travel
## 1093 1093            NA                    7  37        No Travel_Frequently
## 1094 1094            NA                    3  40        No     Travel_Rarely
## 1095 1095            NA                    5  25        No        Non-Travel
## 1096 1096            NA                    3  37        No     Travel_Rarely
## 1097 1097            NA                    2  37        No     Travel_Rarely
## 1098 1098            NA                    2  30       Yes Travel_Frequently
## 1099 1099            NA                    7  32        No     Travel_Rarely
## 1100 1100            NA                    8  37       Yes     Travel_Rarely
## 1101 1101            NA                    9  40        No     Travel_Rarely
## 1102 1102            NA                    3  40        No     Travel_Rarely
## 1103 1103            NA                    5  38        No        Non-Travel
## 1104 1104            NA                    4  53        No     Travel_Rarely
## 1105 1105            NA                    1  36        No     Travel_Rarely
## 1106 1106            NA                    1  29        No Travel_Frequently
## 1107 1107            NA                    8  27        No     Travel_Rarely
## 1108 1108            NA                    2  44        No     Travel_Rarely
## 1109 1109            NA                    7  27        No Travel_Frequently
## 1110 1110            NA                    4  35        No     Travel_Rarely
## 1111 1111            NA                    9  35        No        Non-Travel
## 1112 1112            NA                    4  59        No     Travel_Rarely
## 1113 1113            NA                    7  33       Yes     Travel_Rarely
## 1114 1114            NA                    3  50       Yes Travel_Frequently
## 1115 1115            NA                   11  47        No     Travel_Rarely
## 1116 1116            NA                    3  27        No Travel_Frequently
## 1117 1117            NA                    1  37        No     Travel_Rarely
## 1118 1118            NA                    5  28        No        Non-Travel
## 1119 1119            NA                    4  58        No     Travel_Rarely
## 1120 1120            NA                    6  34        No     Travel_Rarely
## 1121 1121            NA                    0  50       Yes     Travel_Rarely
## 1122 1122            NA                    1  48        No        Non-Travel
## 1123 1123            NA                    7  31        No Travel_Frequently
## 1124 1124            NA                    8  45        No        Non-Travel
## 1125 1125            NA                    0  34        No     Travel_Rarely
## 1126 1126            NA                    0  19       Yes Travel_Frequently
## 1127 1127            NA                    2  24       Yes Travel_Frequently
## 1128 1128            NA                    4  52        No     Travel_Rarely
## 1129 1129            NA                    4  41        No     Travel_Rarely
## 1130 1130            NA                    1  22        No     Travel_Rarely
## 1131 1131            NA                    2  31        No Travel_Frequently
## 1132 1132            NA                    2  39        No     Travel_Rarely
## 1133 1133            NA                    2  42        No     Travel_Rarely
## 1134 1134            NA                    3  38        No Travel_Frequently
## 1135 1135            NA                    4  32       Yes     Travel_Rarely
## 1136 1136            NA                    3  26        No     Travel_Rarely
## 1137 1137            NA                    3  37        No     Travel_Rarely
## 1138 1138            NA                    7  41        No Travel_Frequently
## 1139 1139            NA                   13  38        No     Travel_Rarely
## 1140 1140            NA                   11  43        No     Travel_Rarely
## 1141 1141            NA                    8  31        No     Travel_Rarely
## 1142 1142            NA                    2  42        No     Travel_Rarely
## 1143 1143            NA                    8  48        No     Travel_Rarely
## 1144 1144            NA                    2  28        No     Travel_Rarely
## 1145 1145            NA                    2  44        No Travel_Frequently
## 1146 1146            NA                    1  45        No     Travel_Rarely
## 1147 1147            NA                    2  34        No     Travel_Rarely
## 1148 1148            NA                    2  31        No     Travel_Rarely
## 1149 1149            NA                    2  29        No     Travel_Rarely
## 1150 1150            NA                    8  30        No     Travel_Rarely
## 1151 1151            NA                    3  38        No Travel_Frequently
## 1152 1152            NA                    0  27        No Travel_Frequently
## 1153 1153            NA                    3  54        No Travel_Frequently
## 1154 1154            NA                    0  28       Yes     Travel_Rarely
## 1155 1155            NA                   11  49        No     Travel_Rarely
## 1156 1156            NA                    0  51        No     Travel_Rarely
## 1157 1157            NA                    2  29       Yes     Travel_Rarely
## 1158 1158            NA                    0  36        No     Travel_Rarely
## 1159 1159            NA                    2  27        No     Travel_Rarely
## 1160 1160            NA                    1  36        No     Travel_Rarely
## 1161 1161            NA                    2  44       Yes     Travel_Rarely
## 1162 1162            NA                    0  38        No     Travel_Rarely
## 1163 1163            NA                   10  29        No Travel_Frequently
## 1164 1164            NA                    2  37        No     Travel_Rarely
## 1165 1165            NA                    7  26       Yes Travel_Frequently
## 1166 1166            NA                    2  32        No Travel_Frequently
## 1167 1167            NA                    1  40        No     Travel_Rarely
## 1168 1168            NA                    4  30        No     Travel_Rarely
## 1169 1169            NA                    3  27        No     Travel_Rarely
## 1170 1170            NA                    7  37        No     Travel_Rarely
##      DailyRate             Department DistanceFromHome Education
## 1          117                  Sales               13         4
## 2         1308 Research & Development               14         3
## 3          200 Research & Development               18         2
## 4          801                  Sales                1         4
## 5          567 Research & Development                2         1
## 6          294 Research & Development               10         2
## 7         1283 Research & Development                5         5
## 8          309                  Sales               10         4
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##        EducationField EnvironmentSatisfaction Gender HourlyRate JobInvolvement
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## 3       Life Sciences                       3   Male         60              3
## 4           Marketing                       3 Female         48              3
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## 14   Technical Degree                       3   Male         72              3
## 15      Life Sciences                       4 Female         44              3
## 16          Marketing                       4 Female         45              3
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## 18            Medical                       3 Female         30              3
## 19            Medical                       4   Male         97              4
## 20      Life Sciences                       2   Male         78              4
## 21            Medical                       2   Male         48              2
## 22          Marketing                       2   Male         56              4
## 23            Medical                       4   Male         72              3
## 24              Other                       4   Male         54              3
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## 26          Marketing                       2   Male         88              3
## 27      Life Sciences                       3   Male         80              3
## 28          Marketing                       1 Female         77              3
## 29      Life Sciences                       1   Male         66              3
## 30            Medical                       4   Male         41              3
## 31            Medical                       4   Male         35              1
## 32            Medical                       2   Male         79              4
## 33   Technical Degree                       3 Female         75              1
## 34            Medical                       4   Male         58              2
## 35      Life Sciences                       4   Male         56              2
## 36      Life Sciences                       2   Male        100              4
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## 1144          Medical                       1   Male         98              3
## 1145  Human Resources                       1   Male         37              3
## 1146    Life Sciences                       4 Female         50              3
## 1147          Medical                       2   Male         82              4
## 1148          Medical                       1 Female         62              4
## 1149    Life Sciences                       1 Female         97              3
## 1150    Life Sciences                       3   Male         99              2
## 1151    Life Sciences                       4   Male         57              4
## 1152    Life Sciences                       4   Male         43              1
## 1153    Life Sciences                       4 Female         31              3
## 1154    Life Sciences                       3 Female         79              3
## 1155          Medical                       3 Female         96              3
## 1156          Medical                       4 Female         98              3
## 1157          Medical                       2 Female         48              2
## 1158            Other                       4 Female         73              3
## 1159    Life Sciences                       4   Male         55              2
## 1160          Medical                       2   Male         84              3
## 1161    Life Sciences                       3   Male         96              3
## 1162    Life Sciences                       3 Female         81              3
## 1163          Medical                       4   Male         40              3
## 1164 Technical Degree                       2 Female         59              3
## 1165          Medical                       3 Female         88              2
## 1166            Other                       3 Female         77              2
## 1167 Technical Degree                       1   Male         61              3
## 1168 Technical Degree                       2 Female         83              3
## 1169          Medical                       1 Female         66              2
## 1170    Life Sciences                       2   Male         65              4
##      JobLevel                   JobRole JobSatisfaction MaritalStatus
## 1           2           Sales Executive               4      Divorced
## 2           5         Research Director               3        Single
## 3           3    Manufacturing Director               4        Single
## 4           3           Sales Executive               4       Married
## 5           1        Research Scientist               4        Single
## 6           3    Manufacturing Director               1      Divorced
## 7           1        Research Scientist               3       Married
## 8           2           Sales Executive               4      Divorced
## 9           1      Sales Representative               3       Married
## 10          2 Healthcare Representative               3       Married
## 11          5                   Manager               3       Married
## 12          1           Human Resources               4      Divorced
## 13          3    Manufacturing Director               3        Single
## 14          1      Sales Representative               2       Married
## 15          1           Human Resources               1        Single
## 16          2           Sales Executive               3       Married
## 17          2    Manufacturing Director               1       Married
## 18          2    Manufacturing Director               3       Married
## 19          1        Research Scientist               4       Married
## 20          2 Healthcare Representative               1       Married
## 21          2    Manufacturing Director               2      Divorced
## 22          2           Sales Executive               2       Married
## 23          2     Laboratory Technician               3      Divorced
## 24          2           Sales Executive               1        Single
## 25          2 Healthcare Representative               4        Single
## 26          5                   Manager               2       Married
## 27          2           Sales Executive               2       Married
## 28          2           Sales Executive               1        Single
## 29          3           Sales Executive               1        Single
## 30          1        Research Scientist               4       Married
## 31          2           Sales Executive               4      Divorced
## 32          1     Laboratory Technician               2       Married
## 33          4                   Manager               2       Married
## 34          1     Laboratory Technician               3       Married
## 35          2    Manufacturing Director               4        Single
## 36          1     Laboratory Technician               2       Married
## 37          3           Sales Executive               1       Married
## 38          2           Sales Executive               1      Divorced
## 39          5                   Manager               2        Single
## 40          1      Sales Representative               4       Married
## 41          4                   Manager               2      Divorced
## 42          2      Sales Representative               3        Single
## 43          1     Laboratory Technician               1      Divorced
## 44          5                   Manager               4        Single
## 45          1        Research Scientist               3       Married
## 46          1     Laboratory Technician               4        Single
## 47          2           Sales Executive               2        Single
## 48          3           Sales Executive               3      Divorced
## 49          1      Sales Representative               2        Single
## 50          1        Research Scientist               2      Divorced
## 51          1        Research Scientist               1        Single
## 52          5         Research Director               1       Married
## 53          1        Research Scientist               4       Married
## 54          2     Laboratory Technician               2       Married
## 55          2    Manufacturing Director               4        Single
## 56          1     Laboratory Technician               1      Divorced
## 57          1        Research Scientist               3      Divorced
## 58          1     Laboratory Technician               1        Single
## 59          3         Research Director               4      Divorced
## 60          1      Sales Representative               4        Single
## 61          3           Sales Executive               4       Married
## 62          3 Healthcare Representative               3       Married
## 63          1      Sales Representative               3       Married
## 64          1        Research Scientist               3        Single
## 65          1     Laboratory Technician               2       Married
## 66          1        Research Scientist               2      Divorced
## 67          2        Research Scientist               4        Single
## 68          1     Laboratory Technician               4        Single
## 69          1        Research Scientist               1       Married
## 70          1        Research Scientist               4        Single
## 71          1        Research Scientist               4       Married
## 72          2           Sales Executive               1        Single
## 73          2    Manufacturing Director               3       Married
## 74          1     Laboratory Technician               4       Married
## 75          3           Sales Executive               2        Single
## 76          2     Laboratory Technician               4        Single
## 77          3           Sales Executive               3       Married
## 78          4                   Manager               1        Single
## 79          3           Sales Executive               4        Single
## 80          1     Laboratory Technician               4      Divorced
## 81          2 Healthcare Representative               2       Married
## 82          2    Manufacturing Director               3       Married
## 83          2    Manufacturing Director               3       Married
## 84          2        Research Scientist               1      Divorced
## 85          2    Manufacturing Director               2        Single
## 86          4    Manufacturing Director               4        Single
## 87          2           Sales Executive               1        Single
## 88          1     Laboratory Technician               2      Divorced
## 89          3           Sales Executive               3        Single
## 90          5                   Manager               1        Single
## 91          1     Laboratory Technician               4       Married
## 92          3           Sales Executive               1       Married
## 93          1     Laboratory Technician               3        Single
## 94          2 Healthcare Representative               3        Single
## 95          5                   Manager               2        Single
## 96          2           Sales Executive               3       Married
## 97          4                   Manager               2       Married
## 98          2 Healthcare Representative               4      Divorced
## 99          1     Laboratory Technician               2       Married
## 100         1     Laboratory Technician               2       Married
## 101         1     Laboratory Technician               1       Married
## 102         3           Sales Executive               4      Divorced
## 103         2           Sales Executive               3       Married
## 104         1        Research Scientist               1       Married
## 105         4         Research Director               2        Single
## 106         1     Laboratory Technician               4       Married
## 107         2    Manufacturing Director               3       Married
## 108         5                   Manager               2       Married
## 109         2 Healthcare Representative               2       Married
## 110         1        Research Scientist               1        Single
## 111         1        Research Scientist               3      Divorced
## 112         4                   Manager               4       Married
## 113         3 Healthcare Representative               2        Single
## 114         2 Healthcare Representative               1      Divorced
## 115         2           Sales Executive               1       Married
## 116         3           Sales Executive               2        Single
## 117         2           Sales Executive               4        Single
## 118         2     Laboratory Technician               2       Married
## 119         1        Research Scientist               3      Divorced
## 120         2 Healthcare Representative               4        Single
## 121         3         Research Director               1       Married
## 122         1      Sales Representative               1        Single
## 123         3           Sales Executive               1      Divorced
## 124         2           Sales Executive               4        Single
## 125         2           Sales Executive               4        Single
## 126         2           Sales Executive               4       Married
## 127         1        Research Scientist               1        Single
## 128         2    Manufacturing Director               4       Married
## 129         2        Research Scientist               3        Single
## 130         4           Sales Executive               1      Divorced
## 131         2           Sales Executive               2      Divorced
## 132         2           Sales Executive               4        Single
## 133         2 Healthcare Representative               4       Married
## 134         2    Manufacturing Director               2       Married
## 135         2     Laboratory Technician               3      Divorced
## 136         2 Healthcare Representative               2       Married
## 137         1     Laboratory Technician               1       Married
## 138         3    Manufacturing Director               3       Married
## 139         1     Laboratory Technician               1       Married
## 140         3           Sales Executive               4        Single
## 141         4    Manufacturing Director               2       Married
## 142         1        Research Scientist               3      Divorced
## 143         3    Manufacturing Director               3      Divorced
## 144         2           Sales Executive               4       Married
## 145         2 Healthcare Representative               3      Divorced
## 146         2           Sales Executive               3       Married
## 147         1        Research Scientist               2       Married
## 148         2           Sales Executive               1       Married
## 149         1     Laboratory Technician               2        Single
## 150         2    Manufacturing Director               1      Divorced
## 151         2           Sales Executive               1      Divorced
## 152         2           Sales Executive               4        Single
## 153         2           Sales Executive               3       Married
## 154         2 Healthcare Representative               2        Single
## 155         1     Laboratory Technician               2      Divorced
## 156         2           Sales Executive               3       Married
## 157         2           Sales Executive               2       Married
## 158         4 Healthcare Representative               4      Divorced
## 159         3    Manufacturing Director               1       Married
## 160         3         Research Director               1       Married
## 161         2     Laboratory Technician               4       Married
## 162         3 Healthcare Representative               1        Single
## 163         2           Sales Executive               3      Divorced
## 164         2        Research Scientist               1        Single
## 165         3           Sales Executive               2       Married
## 166         1      Sales Representative               3        Single
## 167         4         Research Director               2       Married
## 168         4         Research Director               3      Divorced
## 169         2        Research Scientist               1      Divorced
## 170         1        Research Scientist               4      Divorced
## 171         2           Sales Executive               4      Divorced
## 172         2        Research Scientist               2       Married
## 173         3 Healthcare Representative               3       Married
## 174         3           Sales Executive               3      Divorced
## 175         4                   Manager               3      Divorced
## 176         1        Research Scientist               2        Single
## 177         5                   Manager               1       Married
## 178         1        Research Scientist               1       Married
## 179         3           Sales Executive               4        Single
## 180         2           Sales Executive               4        Single
## 181         3    Manufacturing Director               2      Divorced
## 182         2           Sales Executive               1      Divorced
## 183         1        Research Scientist               3        Single
## 184         3    Manufacturing Director               2        Single
## 185         1     Laboratory Technician               3       Married
## 186         1        Research Scientist               4       Married
## 187         2    Manufacturing Director               3      Divorced
## 188         4                   Manager               2      Divorced
## 189         5         Research Director               2      Divorced
## 190         2           Sales Executive               3       Married
## 191         2        Research Scientist               4       Married
## 192         3           Sales Executive               1       Married
## 193         2    Manufacturing Director               3      Divorced
## 194         2           Sales Executive               4       Married
## 195         1        Research Scientist               4        Single
## 196         1        Research Scientist               4       Married
## 197         1     Laboratory Technician               4       Married
## 198         4           Sales Executive               2       Married
## 199         3 Healthcare Representative               4       Married
## 200         1     Laboratory Technician               2       Married
## 201         4           Sales Executive               2        Single
## 202         2        Research Scientist               2       Married
## 203         2    Manufacturing Director               3       Married
## 204         1        Research Scientist               2        Single
## 205         1      Sales Representative               2       Married
## 206         1        Research Scientist               1       Married
## 207         2           Sales Executive               3        Single
## 208         2 Healthcare Representative               1       Married
## 209         1        Research Scientist               1      Divorced
## 210         3           Sales Executive               3      Divorced
## 211         4    Manufacturing Director               2       Married
## 212         5                   Manager               3       Married
## 213         1        Research Scientist               4        Single
## 214         2    Manufacturing Director               4       Married
## 215         1        Research Scientist               4        Single
## 216         1        Research Scientist               3      Divorced
## 217         2 Healthcare Representative               3       Married
## 218         4                   Manager               4      Divorced
## 219         1        Research Scientist               3        Single
## 220         1        Research Scientist               4        Single
## 221         2           Sales Executive               4        Single
## 222         2           Sales Executive               1       Married
## 223         2           Sales Executive               4      Divorced
## 224         1        Research Scientist               3      Divorced
## 225         1        Research Scientist               4      Divorced
## 226         1     Laboratory Technician               2       Married
## 227         1     Laboratory Technician               4      Divorced
## 228         1        Research Scientist               2      Divorced
## 229         2           Sales Executive               3       Married
## 230         4 Healthcare Representative               3       Married
## 231         2    Manufacturing Director               4      Divorced
## 232         1      Sales Representative               4       Married
## 233         4           Sales Executive               3       Married
## 234         2           Sales Executive               1       Married
## 235         4                   Manager               4       Married
## 236         3           Sales Executive               3       Married
## 237         5                   Manager               3       Married
## 238         2        Research Scientist               4       Married
## 239         1           Human Resources               2       Married
## 240         3         Research Director               1      Divorced
## 241         3    Manufacturing Director               1       Married
## 242         5                   Manager               2        Single
## 243         1        Research Scientist               2       Married
## 244         1      Sales Representative               1       Married
## 245         2    Manufacturing Director               4       Married
## 246         1     Laboratory Technician               4      Divorced
## 247         3    Manufacturing Director               4        Single
## 248         1      Sales Representative               2       Married
## 249         2        Research Scientist               4      Divorced
## 250         4                   Manager               1       Married
## 251         1     Laboratory Technician               3      Divorced
## 252         2           Sales Executive               4      Divorced
## 253         1        Research Scientist               3        Single
## 254         1           Human Resources               1       Married
## 255         3         Research Director               2      Divorced
## 256         1        Research Scientist               3        Single
## 257         1      Sales Representative               2      Divorced
## 258         2           Sales Executive               1      Divorced
## 259         3           Sales Executive               4       Married
## 260         1     Laboratory Technician               3      Divorced
## 261         1      Sales Representative               4        Single
## 262         1        Research Scientist               1        Single
## 263         1     Laboratory Technician               4       Married
## 264         1      Sales Representative               4       Married
## 265         1     Laboratory Technician               3       Married
## 266         1     Laboratory Technician               2       Married
## 267         4         Research Director               1      Divorced
## 268         1     Laboratory Technician               2        Single
## 269         2 Healthcare Representative               3      Divorced
## 270         2    Manufacturing Director               1       Married
## 271         2           Sales Executive               3       Married
## 272         2        Research Scientist               2      Divorced
## 273         2      Sales Representative               3       Married
## 274         2           Sales Executive               1       Married
## 275         5         Research Director               2        Single
## 276         5                   Manager               1      Divorced
## 277         1        Research Scientist               2       Married
## 278         1     Laboratory Technician               4        Single
## 279         2           Sales Executive               3        Single
## 280         2 Healthcare Representative               3       Married
## 281         2           Sales Executive               4       Married
## 282         1     Laboratory Technician               1        Single
## 283         2 Healthcare Representative               4      Divorced
## 284         2           Sales Executive               4      Divorced
## 285         1           Human Resources               3       Married
## 286         2     Laboratory Technician               3       Married
## 287         1        Research Scientist               2        Single
## 288         1     Laboratory Technician               4      Divorced
## 289         3           Sales Executive               4       Married
## 290         1      Sales Representative               4       Married
## 291         1     Laboratory Technician               4      Divorced
## 292         2     Laboratory Technician               2       Married
## 293         1        Research Scientist               2        Single
## 294         3         Research Director               2       Married
## 295         4                   Manager               4        Single
## 296         1     Laboratory Technician               3       Married
## 297         2    Manufacturing Director               3       Married
## 298         2     Laboratory Technician               3        Single
## 299         1        Research Scientist               1        Single
## 300         1        Research Scientist               4       Married
## 301         2           Sales Executive               2       Married
## 302         3           Sales Executive               1       Married
## 303         1        Research Scientist               2      Divorced
## 304         2        Research Scientist               3        Single
## 305         1        Research Scientist               3        Single
## 306         1     Laboratory Technician               4       Married
## 307         1     Laboratory Technician               4       Married
## 308         1        Research Scientist               4       Married
## 309         2 Healthcare Representative               2       Married
## 310         2           Sales Executive               2       Married
## 311         2        Research Scientist               4       Married
## 312         4    Manufacturing Director               3        Single
## 313         1        Research Scientist               3        Single
## 314         2    Manufacturing Director               3       Married
## 315         2           Sales Executive               1        Single
## 316         2           Sales Executive               4        Single
## 317         1      Sales Representative               3       Married
## 318         2 Healthcare Representative               3        Single
## 319         2           Sales Executive               4       Married
## 320         1        Research Scientist               4        Single
## 321         1     Laboratory Technician               2       Married
## 322         1        Research Scientist               4       Married
## 323         1        Research Scientist               4      Divorced
## 324         2        Research Scientist               1      Divorced
## 325         4    Manufacturing Director               4       Married
## 326         1        Research Scientist               3        Single
## 327         5         Research Director               4      Divorced
## 328         2        Research Scientist               1      Divorced
## 329         2        Research Scientist               2      Divorced
## 330         4                   Manager               1       Married
## 331         4                   Manager               3        Single
## 332         3           Sales Executive               4       Married
## 333         1        Research Scientist               2      Divorced
## 334         3    Manufacturing Director               1       Married
## 335         5                   Manager               4       Married
## 336         2        Research Scientist               3        Single
## 337         2           Sales Executive               4      Divorced
## 338         2 Healthcare Representative               4        Single
## 339         2           Sales Executive               3        Single
## 340         1     Laboratory Technician               1      Divorced
## 341         1        Research Scientist               1       Married
## 342         1     Laboratory Technician               4       Married
## 343         3 Healthcare Representative               4      Divorced
## 344         1        Research Scientist               3      Divorced
## 345         2           Sales Executive               1      Divorced
## 346         4           Sales Executive               1        Single
## 347         2    Manufacturing Director               3        Single
## 348         2    Manufacturing Director               2      Divorced
## 349         1        Research Scientist               3        Single
## 350         4 Healthcare Representative               4       Married
## 351         3         Research Director               1       Married
## 352         2           Sales Executive               4       Married
## 353         2        Research Scientist               4       Married
## 354         2 Healthcare Representative               4      Divorced
## 355         3           Sales Executive               3      Divorced
## 356         2           Sales Executive               1        Single
## 357         1        Research Scientist               2       Married
## 358         1        Research Scientist               2       Married
## 359         2    Manufacturing Director               4       Married
## 360         1     Laboratory Technician               4       Married
## 361         5                   Manager               3       Married
## 362         1      Sales Representative               1        Single
## 363         5                   Manager               4       Married
## 364         5         Research Director               3      Divorced
## 365         5                   Manager               3       Married
## 366         4           Sales Executive               1       Married
## 367         2     Laboratory Technician               2      Divorced
## 368         2           Sales Executive               1       Married
## 369         1        Research Scientist               3       Married
## 370         2        Research Scientist               4        Single
## 371         2    Manufacturing Director               1       Married
## 372         3           Sales Executive               1       Married
## 373         3     Laboratory Technician               1      Divorced
## 374         1        Research Scientist               2       Married
## 375         1      Sales Representative               1        Single
## 376         4         Research Director               4        Single
## 377         1     Laboratory Technician               1        Single
## 378         2           Sales Executive               4      Divorced
## 379         1        Research Scientist               4       Married
## 380         1        Research Scientist               3       Married
## 381         5         Research Director               3       Married
## 382         1           Human Resources               3       Married
## 383         2           Sales Executive               1      Divorced
## 384         1      Sales Representative               1      Divorced
## 385         1        Research Scientist               3       Married
## 386         3         Research Director               1       Married
## 387         3           Sales Executive               3        Single
## 388         2    Manufacturing Director               4      Divorced
## 389         2      Sales Representative               4        Single
## 390         1      Sales Representative               2        Single
## 391         2           Sales Executive               1       Married
## 392         2           Sales Executive               4       Married
## 393         1        Research Scientist               1      Divorced
## 394         3           Sales Executive               1       Married
## 395         1        Research Scientist               4        Single
## 396         1        Research Scientist               4      Divorced
## 397         4         Research Director               3       Married
## 398         1           Human Resources               3       Married
## 399         2 Healthcare Representative               3      Divorced
## 400         3    Manufacturing Director               3        Single
## 401         2    Manufacturing Director               4        Single
## 402         2    Manufacturing Director               3      Divorced
## 403         1     Laboratory Technician               3        Single
## 404         3 Healthcare Representative               1       Married
## 405         1        Research Scientist               1        Single
## 406         4         Research Director               4      Divorced
## 407         2           Sales Executive               4       Married
## 408         1     Laboratory Technician               3      Divorced
## 409         4                   Manager               4       Married
## 410         4         Research Director               1       Married
## 411         1           Human Resources               1       Married
## 412         3           Sales Executive               3        Single
## 413         1        Research Scientist               2       Married
## 414         2           Sales Executive               4        Single
## 415         1      Sales Representative               3      Divorced
## 416         2    Manufacturing Director               4      Divorced
## 417         1     Laboratory Technician               4        Single
## 418         1     Laboratory Technician               4       Married
## 419         2    Manufacturing Director               4       Married
## 420         3         Research Director               3       Married
## 421         2    Manufacturing Director               2       Married
## 422         2        Research Scientist               3       Married
## 423         2           Sales Executive               3       Married
## 424         1     Laboratory Technician               4        Single
## 425         2           Sales Executive               1       Married
## 426         3           Sales Executive               4      Divorced
## 427         1        Research Scientist               3      Divorced
## 428         1        Research Scientist               3        Single
## 429         1     Laboratory Technician               3        Single
## 430         2    Manufacturing Director               1       Married
## 431         2           Sales Executive               3        Single
## 432         1        Research Scientist               3      Divorced
## 433         2     Laboratory Technician               1        Single
## 434         1        Research Scientist               1      Divorced
## 435         3           Sales Executive               2      Divorced
## 436         2           Sales Executive               2       Married
## 437         1        Research Scientist               3        Single
## 438         1     Laboratory Technician               1        Single
## 439         1      Sales Representative               3       Married
## 440         2 Healthcare Representative               4        Single
## 441         2        Research Scientist               3        Single
## 442         1     Laboratory Technician               3       Married
## 443         1     Laboratory Technician               3        Single
## 444         1           Human Resources               4      Divorced
## 445         5         Research Director               4      Divorced
## 446         1        Research Scientist               4       Married
## 447         2        Research Scientist               4       Married
## 448         2 Healthcare Representative               1       Married
## 449         2     Laboratory Technician               4        Single
## 450         2           Sales Executive               1       Married
## 451         2 Healthcare Representative               4       Married
## 452         1        Research Scientist               2        Single
## 453         2           Sales Executive               4        Single
## 454         2           Sales Executive               3        Single
## 455         4                   Manager               1       Married
## 456         5                   Manager               2        Single
## 457         2           Sales Executive               4       Married
## 458         2           Sales Executive               4        Single
## 459         1        Research Scientist               1       Married
## 460         2     Laboratory Technician               4        Single
## 461         1     Laboratory Technician               3       Married
## 462         1     Laboratory Technician               2        Single
## 463         3           Sales Executive               4        Single
## 464         2    Manufacturing Director               4        Single
## 465         1        Research Scientist               3       Married
## 466         1        Research Scientist               4        Single
## 467         1      Sales Representative               4        Single
## 468         1     Laboratory Technician               4       Married
## 469         2           Sales Executive               1        Single
## 470         2    Manufacturing Director               1      Divorced
## 471         1        Research Scientist               2       Married
## 472         1        Research Scientist               4        Single
## 473         3         Research Director               1       Married
## 474         1        Research Scientist               4        Single
## 475         1     Laboratory Technician               3      Divorced
## 476         2           Sales Executive               4        Single
## 477         2           Sales Executive               3      Divorced
## 478         2           Sales Executive               3      Divorced
## 479         1     Laboratory Technician               1       Married
## 480         3         Research Director               4       Married
## 481         2 Healthcare Representative               1       Married
## 482         1        Research Scientist               4       Married
## 483         2        Research Scientist               4       Married
## 484         1        Research Scientist               1      Divorced
## 485         3 Healthcare Representative               4       Married
## 486         2           Sales Executive               4        Single
## 487         1      Sales Representative               4        Single
## 488         1        Research Scientist               3      Divorced
## 489         3     Laboratory Technician               3        Single
## 490         2 Healthcare Representative               3        Single
## 491         5         Research Director               1        Single
## 492         4         Research Director               1       Married
## 493         2           Sales Executive               3        Single
## 494         3 Healthcare Representative               2        Single
## 495         2           Sales Executive               3       Married
## 496         4                   Manager               3       Married
## 497         1        Research Scientist               4       Married
## 498         1        Research Scientist               4       Married
## 499         2 Healthcare Representative               3       Married
## 500         2           Sales Executive               3       Married
## 501         3    Manufacturing Director               1       Married
## 502         1     Laboratory Technician               3        Single
## 503         1      Sales Representative               3       Married
## 504         3    Manufacturing Director               1      Divorced
## 505         4         Research Director               3       Married
## 506         2        Research Scientist               2       Married
## 507         1      Sales Representative               3        Single
## 508         3           Sales Executive               2       Married
## 509         1      Sales Representative               4      Divorced
## 510         5         Research Director               3       Married
## 511         2           Sales Executive               4       Married
## 512         3 Healthcare Representative               3       Married
## 513         1        Research Scientist               3       Married
## 514         3         Research Director               4        Single
## 515         1      Sales Representative               4        Single
## 516         2    Manufacturing Director               2      Divorced
## 517         1      Sales Representative               2       Married
## 518         1     Laboratory Technician               2      Divorced
## 519         2     Laboratory Technician               4       Married
## 520         1     Laboratory Technician               4        Single
## 521         1        Research Scientist               4        Single
## 522         1     Laboratory Technician               2       Married
## 523         3        Research Scientist               1      Divorced
## 524         5         Research Director               3      Divorced
## 525         1        Research Scientist               4       Married
## 526         3           Sales Executive               2       Married
## 527         2           Sales Executive               1      Divorced
## 528         2 Healthcare Representative               1       Married
## 529         1        Research Scientist               3        Single
## 530         1        Research Scientist               2       Married
## 531         3 Healthcare Representative               3       Married
## 532         2           Sales Executive               3        Single
## 533         1        Research Scientist               3       Married
## 534         2 Healthcare Representative               4      Divorced
## 535         1     Laboratory Technician               1       Married
## 536         1        Research Scientist               4      Divorced
## 537         3           Sales Executive               2        Single
## 538         1           Human Resources               3      Divorced
## 539         1      Sales Representative               2        Single
## 540         2           Sales Executive               1        Single
## 541         2     Laboratory Technician               3      Divorced
## 542         1        Research Scientist               1       Married
## 543         1        Research Scientist               3      Divorced
## 544         2    Manufacturing Director               3       Married
## 545         1        Research Scientist               1        Single
## 546         1        Research Scientist               4       Married
## 547         3     Laboratory Technician               2       Married
## 548         2     Laboratory Technician               3        Single
## 549         3         Research Director               2       Married
## 550         1           Human Resources               2        Single
## 551         5                   Manager               3       Married
## 552         1           Human Resources               4      Divorced
## 553         2           Human Resources               4        Single
## 554         1        Research Scientist               3       Married
## 555         2 Healthcare Representative               4       Married
## 556         2           Sales Executive               3       Married
## 557         2     Laboratory Technician               3        Single
## 558         1        Research Scientist               4       Married
## 559         2    Manufacturing Director               2       Married
## 560         2           Sales Executive               3       Married
## 561         1     Laboratory Technician               2        Single
## 562         4         Research Director               3       Married
## 563         1     Laboratory Technician               2       Married
## 564         3         Research Director               3       Married
## 565         1     Laboratory Technician               3       Married
## 566         1        Research Scientist               4        Single
## 567         2     Laboratory Technician               1        Single
## 568         2           Sales Executive               1       Married
## 569         2           Sales Executive               3        Single
## 570         4    Manufacturing Director               3       Married
## 571         2           Sales Executive               2       Married
## 572         1        Research Scientist               4        Single
## 573         2           Sales Executive               4       Married
## 574         2           Sales Executive               3       Married
## 575         2           Sales Executive               2       Married
## 576         2    Manufacturing Director               3      Divorced
## 577         1      Sales Representative               1        Single
## 578         1     Laboratory Technician               3        Single
## 579         2    Manufacturing Director               3        Single
## 580         2 Healthcare Representative               4      Divorced
## 581         1     Laboratory Technician               4       Married
## 582         4         Research Director               4        Single
## 583         2 Healthcare Representative               4       Married
## 584         2           Sales Executive               2       Married
## 585         2 Healthcare Representative               4       Married
## 586         2     Laboratory Technician               4       Married
## 587         2        Research Scientist               4      Divorced
## 588         1      Sales Representative               1        Single
## 589         1     Laboratory Technician               3        Single
## 590         1     Laboratory Technician               1       Married
## 591         1        Research Scientist               3       Married
## 592         2           Sales Executive               2        Single
## 593         1      Sales Representative               3       Married
## 594         1     Laboratory Technician               1       Married
## 595         3    Manufacturing Director               3       Married
## 596         2           Sales Executive               1      Divorced
## 597         3    Manufacturing Director               2       Married
## 598         2     Laboratory Technician               3       Married
## 599         2    Manufacturing Director               2       Married
## 600         1        Research Scientist               4       Married
## 601         1      Sales Representative               2       Married
## 602         2        Research Scientist               1       Married
## 603         3         Research Director               1       Married
## 604         1     Laboratory Technician               4       Married
## 605         1      Sales Representative               2        Single
## 606         4         Research Director               3       Married
## 607         2           Sales Executive               3        Single
## 608         2           Sales Executive               1      Divorced
## 609         1     Laboratory Technician               1        Single
## 610         1      Sales Representative               4        Single
## 611         2     Laboratory Technician               4       Married
## 612         2 Healthcare Representative               3        Single
## 613         1     Laboratory Technician               1       Married
## 614         1      Sales Representative               2        Single
## 615         3           Sales Executive               3      Divorced
## 616         2     Laboratory Technician               4       Married
## 617         1     Laboratory Technician               2       Married
## 618         2           Sales Executive               1      Divorced
## 619         3 Healthcare Representative               1       Married
## 620         1     Laboratory Technician               3       Married
## 621         1     Laboratory Technician               4        Single
## 622         2    Manufacturing Director               3      Divorced
## 623         1        Research Scientist               4        Single
## 624         3           Human Resources               4        Single
## 625         1     Laboratory Technician               1        Single
## 626         1        Research Scientist               3      Divorced
## 627         2           Sales Executive               3       Married
## 628         3         Research Director               4      Divorced
## 629         3    Manufacturing Director               2       Married
## 630         3 Healthcare Representative               2        Single
## 631         1        Research Scientist               4       Married
## 632         3           Sales Executive               4        Single
## 633         2           Sales Executive               4        Single
## 634         1     Laboratory Technician               4      Divorced
## 635         3 Healthcare Representative               1       Married
## 636         1     Laboratory Technician               4       Married
## 637         4                   Manager               1       Married
## 638         3           Sales Executive               3      Divorced
## 639         1        Research Scientist               4       Married
## 640         1      Sales Representative               1      Divorced
## 641         1     Laboratory Technician               3      Divorced
## 642         2 Healthcare Representative               1      Divorced
## 643         4                   Manager               1        Single
## 644         1        Research Scientist               1       Married
## 645         1        Research Scientist               1      Divorced
## 646         3           Sales Executive               4       Married
## 647         1     Laboratory Technician               3        Single
## 648         1     Laboratory Technician               3       Married
## 649         2           Sales Executive               1        Single
## 650         1     Laboratory Technician               1        Single
## 651         1     Laboratory Technician               1        Single
## 652         2           Sales Executive               4      Divorced
## 653         3         Research Director               3        Single
## 654         3                   Manager               3       Married
## 655         1     Laboratory Technician               3        Single
## 656         2 Healthcare Representative               1       Married
## 657         3         Research Director               2       Married
## 658         4                   Manager               4      Divorced
## 659         2    Manufacturing Director               2        Single
## 660         2    Manufacturing Director               2        Single
## 661         2     Laboratory Technician               4       Married
## 662         1        Research Scientist               3      Divorced
## 663         3           Sales Executive               4      Divorced
## 664         1     Laboratory Technician               4      Divorced
## 665         2           Sales Executive               3        Single
## 666         2 Healthcare Representative               3        Single
## 667         3           Sales Executive               4       Married
## 668         1     Laboratory Technician               4      Divorced
## 669         2     Laboratory Technician               3       Married
## 670         4         Research Director               4       Married
## 671         3         Research Director               3        Single
## 672         2           Sales Executive               4      Divorced
## 673         2           Sales Executive               1        Single
## 674         1        Research Scientist               2      Divorced
## 675         1        Research Scientist               3       Married
## 676         5                   Manager               2       Married
## 677         2    Manufacturing Director               2       Married
## 678         2     Laboratory Technician               3       Married
## 679         2    Manufacturing Director               2      Divorced
## 680         1      Sales Representative               3       Married
## 681         2           Sales Executive               1       Married
## 682         1     Laboratory Technician               4       Married
## 683         2 Healthcare Representative               3       Married
## 684         3 Healthcare Representative               4      Divorced
## 685         1        Research Scientist               4       Married
## 686         3    Manufacturing Director               2      Divorced
## 687         3 Healthcare Representative               4        Single
## 688         1        Research Scientist               2       Married
## 689         1     Laboratory Technician               4        Single
## 690         1           Human Resources               2      Divorced
## 691         2           Human Resources               3       Married
## 692         3                   Manager               2       Married
## 693         2 Healthcare Representative               4        Single
## 694         1        Research Scientist               4        Single
## 695         2           Sales Executive               4      Divorced
## 696         1      Sales Representative               4        Single
## 697         4                   Manager               4       Married
## 698         2     Laboratory Technician               2        Single
## 699         1      Sales Representative               4        Single
## 700         5         Research Director               2       Married
## 701         1           Human Resources               2       Married
## 702         2           Sales Executive               3       Married
## 703         3           Sales Executive               4       Married
## 704         1           Human Resources               2       Married
## 705         1           Human Resources               3       Married
## 706         2           Sales Executive               4        Single
## 707         2        Research Scientist               4       Married
## 708         1           Human Resources               2        Single
## 709         1     Laboratory Technician               3       Married
## 710         4                   Manager               1      Divorced
## 711         3                   Manager               1       Married
## 712         4                   Manager               4      Divorced
## 713         1     Laboratory Technician               2        Single
## 714         3           Sales Executive               4       Married
## 715         3           Sales Executive               1        Single
## 716         1           Human Resources               3       Married
## 717         2           Sales Executive               3       Married
## 718         2        Research Scientist               3        Single
## 719         2           Sales Executive               4        Single
## 720         3    Manufacturing Director               2      Divorced
## 721         3    Manufacturing Director               3       Married
## 722         2    Manufacturing Director               3       Married
## 723         1        Research Scientist               1      Divorced
## 724         3    Manufacturing Director               4        Single
## 725         1     Laboratory Technician               3        Single
## 726         2    Manufacturing Director               3       Married
## 727         1      Sales Representative               4       Married
## 728         1        Research Scientist               3      Divorced
## 729         1     Laboratory Technician               4        Single
## 730         1     Laboratory Technician               4       Married
## 731         2    Manufacturing Director               2      Divorced
## 732         2           Sales Executive               3       Married
## 733         1           Human Resources               2       Married
## 734         2           Sales Executive               3       Married
## 735         1        Research Scientist               4        Single
## 736         2           Sales Executive               3        Single
## 737         4           Sales Executive               4       Married
## 738         2           Sales Executive               4        Single
## 739         2           Sales Executive               3       Married
## 740         2     Laboratory Technician               4        Single
## 741         2           Sales Executive               3       Married
## 742         3                   Manager               4      Divorced
## 743         2        Research Scientist               4       Married
## 744         1     Laboratory Technician               2        Single
## 745         2           Sales Executive               3      Divorced
## 746         1     Laboratory Technician               1      Divorced
## 747         1           Human Resources               1      Divorced
## 748         2 Healthcare Representative               1        Single
## 749         1     Laboratory Technician               1      Divorced
## 750         1        Research Scientist               4        Single
## 751         1      Sales Representative               4        Single
## 752         1      Sales Representative               2        Single
## 753         4 Healthcare Representative               3       Married
## 754         3           Sales Executive               2       Married
## 755         3         Research Director               3       Married
## 756         1     Laboratory Technician               3        Single
## 757         2 Healthcare Representative               4       Married
## 758         2 Healthcare Representative               3       Married
## 759         1     Laboratory Technician               3       Married
## 760         5                   Manager               2        Single
## 761         1        Research Scientist               1        Single
## 762         4                   Manager               4       Married
## 763         2           Sales Executive               2        Single
## 764         2           Sales Executive               3       Married
## 765         1           Human Resources               4       Married
## 766         2     Laboratory Technician               1        Single
## 767         1        Research Scientist               3       Married
## 768         3           Sales Executive               1      Divorced
## 769         2    Manufacturing Director               4      Divorced
## 770         2           Sales Executive               3       Married
## 771         2           Sales Executive               4        Single
## 772         3           Sales Executive               1      Divorced
## 773         3 Healthcare Representative               3        Single
## 774         1        Research Scientist               3       Married
## 775         3 Healthcare Representative               4       Married
## 776         1        Research Scientist               3        Single
## 777         1           Human Resources               3      Divorced
## 778         1      Sales Representative               1      Divorced
## 779         1     Laboratory Technician               4        Single
## 780         1        Research Scientist               4       Married
## 781         1      Sales Representative               2        Single
## 782         2 Healthcare Representative               3        Single
## 783         1           Human Resources               2      Divorced
## 784         2           Sales Executive               3       Married
## 785         2           Sales Executive               2       Married
## 786         4         Research Director               2        Single
## 787         3                   Manager               3       Married
## 788         2        Research Scientist               2       Married
## 789         5         Research Director               1       Married
## 790         1        Research Scientist               2        Single
## 791         2     Laboratory Technician               1       Married
## 792         1        Research Scientist               2        Single
## 793         3    Manufacturing Director               3       Married
## 794         3 Healthcare Representative               3      Divorced
## 795         2    Manufacturing Director               4      Divorced
## 796         1        Research Scientist               1        Single
## 797         4 Healthcare Representative               4       Married
## 798         1     Laboratory Technician               1       Married
## 799         1        Research Scientist               2        Single
## 800         2 Healthcare Representative               1      Divorced
## 801         2           Sales Executive               1       Married
## 802         2           Sales Executive               4        Single
## 803         4                   Manager               1       Married
## 804         3           Sales Executive               1        Single
## 805         2     Laboratory Technician               2       Married
## 806         3 Healthcare Representative               1       Married
## 807         2           Sales Executive               3       Married
## 808         1        Research Scientist               4       Married
## 809         1        Research Scientist               4       Married
## 810         1        Research Scientist               2       Married
## 811         2     Laboratory Technician               1      Divorced
## 812         1     Laboratory Technician               4       Married
## 813         2           Sales Executive               3      Divorced
## 814         5                   Manager               3       Married
## 815         1      Sales Representative               2       Married
## 816         1        Research Scientist               4       Married
## 817         2    Manufacturing Director               4        Single
## 818         3         Research Director               3       Married
## 819         1     Laboratory Technician               4        Single
## 820         2           Sales Executive               3        Single
## 821         1        Research Scientist               4       Married
## 822         2           Sales Executive               4      Divorced
## 823         2           Sales Executive               3       Married
## 824         1     Laboratory Technician               3       Married
## 825         2    Manufacturing Director               3       Married
## 826         5         Research Director               4      Divorced
## 827         3           Sales Executive               3       Married
## 828         2           Sales Executive               1        Single
## 829         1     Laboratory Technician               2       Married
## 830         5                   Manager               2       Married
## 831         2     Laboratory Technician               1       Married
## 832         1      Sales Representative               3        Single
## 833         1     Laboratory Technician               1       Married
## 834         1        Research Scientist               1        Single
## 835         4 Healthcare Representative               2      Divorced
## 836         3           Sales Executive               2      Divorced
## 837         1        Research Scientist               3       Married
## 838         2           Sales Executive               4        Single
## 839         3    Manufacturing Director               2      Divorced
## 840         5         Research Director               2       Married
## 841         1     Laboratory Technician               3        Single
## 842         3           Human Resources               1        Single
## 843         4    Manufacturing Director               4       Married
## 844         3 Healthcare Representative               4      Divorced
## 845         2           Sales Executive               4        Single
## 846         2     Laboratory Technician               1      Divorced
## 847         1     Laboratory Technician               2        Single
## 848         3 Healthcare Representative               4      Divorced
## 849         2           Sales Executive               3       Married
## 850         1     Laboratory Technician               4       Married
## 851         2           Sales Executive               3       Married
## 852         1     Laboratory Technician               3        Single
## 853         2     Laboratory Technician               3        Single
## 854         2 Healthcare Representative               1        Single
## 855         2    Manufacturing Director               2       Married
## 856         1      Sales Representative               3       Married
## 857         1        Research Scientist               1        Single
## 858         3    Manufacturing Director               3       Married
## 859         1     Laboratory Technician               1       Married
## 860         3 Healthcare Representative               4       Married
## 861         1     Laboratory Technician               3        Single
## 862         3           Sales Executive               4        Single
## 863         2           Sales Executive               4        Single
## 864         4           Sales Executive               3      Divorced
## 865         3    Manufacturing Director               4       Married
## 866         3    Manufacturing Director               4        Single
## 867         2           Sales Executive               4       Married
## 868         2           Sales Executive               3       Married
## 869         1        Research Scientist               3       Married
## 870         2     Laboratory Technician               2        Single
## 871         2           Sales Executive               4       Married
## 872         1        Research Scientist               4        Single
## 873         4           Sales Executive               3        Single
## 874         1     Laboratory Technician               2       Married
## 875         1     Laboratory Technician               1      Divorced
## 876         2      Sales Representative               4       Married
## 877         2           Sales Executive               2       Married
## 878         1     Laboratory Technician               3        Single
## 879         1        Research Scientist               3      Divorced
## 880         4    Manufacturing Director               2        Single
## 881         3           Sales Executive               4      Divorced
## 882         1     Laboratory Technician               2       Married
## 883         2           Sales Executive               3       Married
## 884         2           Sales Executive               4       Married
## 885         2           Sales Executive               2       Married
## 886         2    Manufacturing Director               3       Married
## 887         2 Healthcare Representative               3      Divorced
## 888         2    Manufacturing Director               1      Divorced
## 889         2     Laboratory Technician               4      Divorced
## 890         1           Human Resources               3        Single
## 891         2        Research Scientist               4        Single
## 892         3           Sales Executive               2       Married
## 893         3           Sales Executive               4        Single
## 894         2           Sales Executive               4      Divorced
## 895         3 Healthcare Representative               2      Divorced
## 896         3    Manufacturing Director               4      Divorced
## 897         3           Sales Executive               1        Single
## 898         4                   Manager               3       Married
## 899         2           Sales Executive               1        Single
## 900         1        Research Scientist               3       Married
## 901         1     Laboratory Technician               2       Married
## 902         2           Sales Executive               3       Married
## 903         2           Sales Executive               3      Divorced
## 904         1     Laboratory Technician               4       Married
## 905         4                   Manager               4       Married
## 906         2           Sales Executive               2       Married
## 907         3 Healthcare Representative               1       Married
## 908         2    Manufacturing Director               4      Divorced
## 909         1     Laboratory Technician               3        Single
## 910         1        Research Scientist               1        Single
## 911         5         Research Director               4       Married
## 912         1           Human Resources               2       Married
## 913         1     Laboratory Technician               1       Married
## 914         3                   Manager               1        Single
## 915         2    Manufacturing Director               3        Single
## 916         2     Laboratory Technician               3        Single
## 917         1        Research Scientist               1       Married
## 918         2           Sales Executive               4        Single
## 919         1      Sales Representative               2       Married
## 920         1     Laboratory Technician               1       Married
## 921         1      Sales Representative               2        Single
## 922         1     Laboratory Technician               4       Married
## 923         2     Laboratory Technician               3      Divorced
## 924         2           Human Resources               1       Married
## 925         4                   Manager               3       Married
## 926         1     Laboratory Technician               3       Married
## 927         2           Sales Executive               4       Married
## 928         3         Research Director               3       Married
## 929         1     Laboratory Technician               4      Divorced
## 930         1     Laboratory Technician               4        Single
## 931         2           Sales Executive               3      Divorced
## 932         3         Research Director               4        Single
## 933         3           Sales Executive               1       Married
## 934         1     Laboratory Technician               4      Divorced
## 935         1     Laboratory Technician               1        Single
## 936         1     Laboratory Technician               1        Single
## 937         3 Healthcare Representative               1      Divorced
## 938         3    Manufacturing Director               4        Single
## 939         2        Research Scientist               4        Single
## 940         1      Sales Representative               2       Married
## 941         1     Laboratory Technician               1        Single
## 942         3           Sales Executive               3       Married
## 943         3           Sales Executive               1        Single
## 944         2    Manufacturing Director               4       Married
## 945         1      Sales Representative               3        Single
## 946         2 Healthcare Representative               4      Divorced
## 947         1      Sales Representative               2        Single
## 948         1        Research Scientist               4      Divorced
## 949         1           Human Resources               3      Divorced
## 950         2           Sales Executive               3        Single
## 951         1        Research Scientist               3       Married
## 952         2           Sales Executive               1       Married
## 953         2 Healthcare Representative               2        Single
## 954         1     Laboratory Technician               4        Single
## 955         2     Laboratory Technician               2        Single
## 956         3           Human Resources               3       Married
## 957         3    Manufacturing Director               4        Single
## 958         1     Laboratory Technician               3        Single
## 959         3           Sales Executive               3        Single
## 960         5         Research Director               2        Single
## 961         1        Research Scientist               4        Single
## 962         2        Research Scientist               4      Divorced
## 963         2 Healthcare Representative               1      Divorced
## 964         2           Human Resources               2       Married
## 965         1        Research Scientist               4       Married
## 966         5         Research Director               3      Divorced
## 967         1        Research Scientist               1        Single
## 968         3           Sales Executive               3       Married
## 969         4                   Manager               1       Married
## 970         1     Laboratory Technician               2      Divorced
## 971         2           Sales Executive               4        Single
## 972         2 Healthcare Representative               4       Married
## 973         1     Laboratory Technician               3        Single
## 974         1        Research Scientist               2        Single
## 975         2    Manufacturing Director               3      Divorced
## 976         1        Research Scientist               4        Single
## 977         2 Healthcare Representative               3        Single
## 978         1        Research Scientist               1        Single
## 979         3    Manufacturing Director               3       Married
## 980         5                   Manager               3       Married
## 981         1      Sales Representative               3       Married
## 982         3           Sales Executive               4       Married
## 983         1     Laboratory Technician               4        Single
## 984         1      Sales Representative               3        Single
## 985         2           Sales Executive               4       Married
## 986         1        Research Scientist               3        Single
## 987         1        Research Scientist               4       Married
## 988         2           Sales Executive               4       Married
## 989         3    Manufacturing Director               1        Single
## 990         1        Research Scientist               2        Single
## 991         2           Human Resources               4       Married
## 992         1        Research Scientist               3       Married
## 993         2           Human Resources               4       Married
## 994         2           Sales Executive               2       Married
## 995         2           Sales Executive               4        Single
## 996         2        Research Scientist               3        Single
## 997         1        Research Scientist               3       Married
## 998         4         Research Director               4        Single
## 999         3           Sales Executive               4      Divorced
## 1000        1     Laboratory Technician               4        Single
## 1001        2           Human Resources               2      Divorced
## 1002        2      Sales Representative               3        Single
## 1003        2        Research Scientist               2      Divorced
## 1004        2    Manufacturing Director               4      Divorced
## 1005        1        Research Scientist               1       Married
## 1006        2           Sales Executive               4       Married
## 1007        1      Sales Representative               3        Single
## 1008        2 Healthcare Representative               4      Divorced
## 1009        5                   Manager               3      Divorced
## 1010        2      Sales Representative               3       Married
## 1011        3    Manufacturing Director               3      Divorced
## 1012        2        Research Scientist               2      Divorced
## 1013        2           Sales Executive               2       Married
## 1014        2     Laboratory Technician               1       Married
## 1015        2           Sales Executive               1        Single
## 1016        1     Laboratory Technician               2      Divorced
## 1017        1     Laboratory Technician               1      Divorced
## 1018        3           Sales Executive               2       Married
## 1019        3           Sales Executive               4       Married
## 1020        1        Research Scientist               4        Single
## 1021        2           Sales Executive               2       Married
## 1022        2           Sales Executive               4        Single
## 1023        2        Research Scientist               4      Divorced
## 1024        3 Healthcare Representative               3       Married
## 1025        4                   Manager               1      Divorced
## 1026        5                   Manager               4        Single
## 1027        2           Human Resources               1       Married
## 1028        2           Sales Executive               4        Single
## 1029        2           Sales Executive               3        Single
## 1030        3           Human Resources               1       Married
## 1031        2           Sales Executive               2       Married
## 1032        1           Human Resources               4        Single
## 1033        3         Research Director               4      Divorced
## 1034        1        Research Scientist               3       Married
## 1035        2     Laboratory Technician               3      Divorced
## 1036        1        Research Scientist               3        Single
## 1037        2           Sales Executive               4        Single
## 1038        3           Human Resources               2       Married
## 1039        3         Research Director               3        Single
## 1040        2 Healthcare Representative               3       Married
## 1041        1     Laboratory Technician               2        Single
## 1042        1        Research Scientist               1        Single
## 1043        3           Sales Executive               4       Married
## 1044        2           Sales Executive               4       Married
## 1045        1        Research Scientist               3        Single
## 1046        1     Laboratory Technician               2      Divorced
## 1047        2    Manufacturing Director               2       Married
## 1048        3                   Manager               2       Married
## 1049        1        Research Scientist               3        Single
## 1050        2           Sales Executive               4      Divorced
## 1051        3    Manufacturing Director               4       Married
## 1052        1     Laboratory Technician               4        Single
## 1053        2 Healthcare Representative               3      Divorced
## 1054        1        Research Scientist               3      Divorced
## 1055        1        Research Scientist               4        Single
## 1056        1     Laboratory Technician               1       Married
## 1057        2    Manufacturing Director               1       Married
## 1058        4                   Manager               4       Married
## 1059        2           Human Resources               2      Divorced
## 1060        1        Research Scientist               2       Married
## 1061        2        Research Scientist               3       Married
## 1062        2    Manufacturing Director               4      Divorced
## 1063        2 Healthcare Representative               4      Divorced
## 1064        1      Sales Representative               4      Divorced
## 1065        2 Healthcare Representative               3      Divorced
## 1066        1     Laboratory Technician               1       Married
## 1067        1        Research Scientist               3       Married
## 1068        5                   Manager               1       Married
## 1069        2           Sales Executive               1       Married
## 1070        1      Sales Representative               2       Married
## 1071        1      Sales Representative               4       Married
## 1072        2    Manufacturing Director               1       Married
## 1073        1      Sales Representative               4        Single
## 1074        2 Healthcare Representative               3       Married
## 1075        2           Sales Executive               1       Married
## 1076        4                   Manager               1       Married
## 1077        5                   Manager               3      Divorced
## 1078        2     Laboratory Technician               3      Divorced
## 1079        2        Research Scientist               2        Single
## 1080        2        Research Scientist               3      Divorced
## 1081        1        Research Scientist               3        Single
## 1082        1        Research Scientist               4       Married
## 1083        1      Sales Representative               1       Married
## 1084        2           Sales Executive               3       Married
## 1085        3    Manufacturing Director               3        Single
## 1086        3           Sales Executive               1       Married
## 1087        2           Sales Executive               3       Married
## 1088        1        Research Scientist               3       Married
## 1089        1        Research Scientist               4       Married
## 1090        2           Sales Executive               4       Married
## 1091        2           Sales Executive               2      Divorced
## 1092        2           Sales Executive               4      Divorced
## 1093        3         Research Director               4      Divorced
## 1094        2           Sales Executive               2      Divorced
## 1095        2 Healthcare Representative               1      Divorced
## 1096        2    Manufacturing Director               2       Married
## 1097        1        Research Scientist               1       Married
## 1098        1           Human Resources               4      Divorced
## 1099        1     Laboratory Technician               2       Married
## 1100        2    Manufacturing Director               1        Single
## 1101        5                   Manager               3       Married
## 1102        2           Sales Executive               2      Divorced
## 1103        2           Sales Executive               4       Married
## 1104        3           Sales Executive               4       Married
## 1105        1        Research Scientist               4        Single
## 1106        1        Research Scientist               2      Divorced
## 1107        1        Research Scientist               1       Married
## 1108        2           Human Resources               3        Single
## 1109        2           Sales Executive               3        Single
## 1110        2           Sales Executive               1       Married
## 1111        2 Healthcare Representative               3       Married
## 1112        3                   Manager               4       Married
## 1113        3                   Manager               3       Married
## 1114        2           Sales Executive               3       Married
## 1115        3 Healthcare Representative               3        Single
## 1116        1        Research Scientist               1       Married
## 1117        2    Manufacturing Director               2        Single
## 1118        2     Laboratory Technician               4       Married
## 1119        3 Healthcare Representative               2      Divorced
## 1120        1      Sales Representative               3      Divorced
## 1121        3           Sales Executive               1      Divorced
## 1122        4                   Manager               4        Single
## 1123        2        Research Scientist               1       Married
## 1124        4                   Manager               4       Married
## 1125        1        Research Scientist               3       Married
## 1126        1      Sales Representative               1        Single
## 1127        1     Laboratory Technician               3       Married
## 1128        2     Laboratory Technician               3       Married
## 1129        4                   Manager               2        Single
## 1130        1     Laboratory Technician               1       Married
## 1131        3         Research Director               3      Divorced
## 1132        4                   Manager               2      Divorced
## 1133        2 Healthcare Representative               4       Married
## 1134        1     Laboratory Technician               2        Single
## 1135        1     Laboratory Technician               1        Single
## 1136        1     Laboratory Technician               1       Married
## 1137        1     Laboratory Technician               1       Married
## 1138        2           Sales Executive               1      Divorced
## 1139        3           Sales Executive               3      Divorced
## 1140        4         Research Director               3       Married
## 1141        2 Healthcare Representative               4       Married
## 1142        2           Sales Executive               2       Married
## 1143        3 Healthcare Representative               3        Single
## 1144        2           Sales Executive               4        Single
## 1145        2           Human Resources               4       Married
## 1146        2           Sales Executive               3        Single
## 1147        2     Laboratory Technician               3       Married
## 1148        1     Laboratory Technician               3      Divorced
## 1149        1        Research Scientist               4      Divorced
## 1150        2 Healthcare Representative               4       Married
## 1151        1        Research Scientist               3      Divorced
## 1152        2           Sales Executive               4        Single
## 1153        2        Research Scientist               3        Single
## 1154        1     Laboratory Technician               4       Married
## 1155        2    Manufacturing Director               1       Married
## 1156        4 Healthcare Representative               2        Single
## 1157        1      Sales Representative               3      Divorced
## 1158        2        Research Scientist               2       Married
## 1159        1        Research Scientist               3       Married
## 1160        2    Manufacturing Director               2      Divorced
## 1161        1        Research Scientist               3        Single
## 1162        3    Manufacturing Director               3        Single
## 1163        1     Laboratory Technician               4       Married
## 1164        3    Manufacturing Director               4        Single
## 1165        1        Research Scientist               3       Married
## 1166        1     Laboratory Technician               2       Married
## 1167        3 Healthcare Representative               4       Married
## 1168        2           Sales Executive               3        Single
## 1169        1        Research Scientist               3      Divorced
## 1170        1        Research Scientist               1       Married
##      MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike
## 1           9250                  2       No                11
## 2          17544                  1       No                14
## 3          19944                  2       No                11
## 4          24032                  1       No                19
## 5          17218                  1      Yes                13
## 6           4809                  1       No                21
## 7           5561                  2      Yes                12
## 8          24223                  2      Yes                14
## 9          18410                  1      Yes                19
## 10         15332                  1       No                14
## 11         22539                  7       No                13
## 12         10494                  1       No                15
## 13         18869                  3       No                21
## 14         17434                  1       No                18
## 15         22957                  6       No                12
## 16         24406                  1       No                13
## 17         13554                  1       No                12
## 18         16044                  2       No                14
## 19          5586                  0      Yes                14
## 20          9364                  2       No                15
## 21         13934                  2      Yes                11
## 22         18597                  3       No                12
## 23         19627                  3      Yes                13
## 24         21602                  7       No                13
## 25         12291                  0       No                14
## 26          8751                  7       No                11
## 27         12355                  0       No                11
## 28         18385                  0      Yes                17
## 29          5843                  6      Yes                13
## 30         26589                  0       No                18
## 31         22812                  0       No                17
## 32         13637                  1       No                18
## 33         14977                  3      Yes                12
## 34         16340                  6       No                12
## 35         10138                  8       No                24
## 36         26062                  1       No                20
## 37         21530                  9       No                17
## 38          8658                  5      Yes                13
## 39          4022                  6       No                14
## 40         21981                  0       No                12
## 41         22577                  4       No                22
## 42         12388                  0       No                13
## 43         24941                  4      Yes                16
## 44         26362                  8       No                22
## 45         16901                  1       No                22
## 46         16458                  1       No                13
## 47         12147                  6       No                15
## 48          5569                  0      Yes                14
## 49          8059                  1      Yes                14
## 50          5970                  6       No                18
## 51         14561                  3       No                17
## 52         22456                  3      Yes                21
## 53         19982                  1       No                13
## 54         23163                  1       No                12
## 55         20682                  1       No                23
## 56         20520                  1       No                20
## 57         20366                  6      Yes                12
## 58         16213                  1      Yes                18
## 59         11677                  2      Yes                18
## 60          8040                  1      Yes                14
## 61          5518                  1      Yes                11
## 62          5747                  3       No                12
## 63          6393                  0       No                19
## 64          8018                  1       No                16
## 65          3372                  1       No                13
## 66         15053                  0      Yes                12
## 67         19368                  1       No                13
## 68         13672                  1       No                13
## 69          5868                  4       No                13
## 70         15881                  1       No                12
## 71         21412                  3       No                22
## 72         23490                  0       No                18
## 73         15497                  3      Yes                13
## 74          9051                  3      Yes                11
## 75         21534                  9      Yes                19
## 76         10781                  1       No                23
## 77         12288                  1      Yes                14
## 78          3156                  1       No                15
## 79         16840                  6       No                12
## 80         17536                  1      Yes                11
## 81         14382                  5       No                15
## 82          5151                  2       No                16
## 83         14284                  2       No                11
## 84         17001                  4      Yes                13
## 85          2323                  9      Yes                11
## 86         21829                  3      Yes                13
## 87         11825                  2       No                12
## 88         10074                  1      Yes                24
## 89          2975                  1       No                15
## 90         22822                  3       No                12
## 91         12106                  1      Yes                23
## 92         11162                  1       No                13
## 93          2396                  6      Yes                15
## 94          4223                  3      Yes                16
## 95         17053                  3       No                15
## 96         24532                  1       No                25
## 97         11380                  8       No                12
## 98         15850                  5       No                14
## 99          4668                  0       No                13
## 100         3708                  5       No                17
## 101         7679                  0       No                14
## 102         8386                  1       No                18
## 103        12740                  9       No                15
## 104         8544                  2       No                16
## 105        19764                  4       No                12
## 106        13421                  1       No                22
## 107        26283                  1       No                13
## 108        25811                  4      Yes                18
## 109        10842                  4       No                22
## 110        11288                  1       No                14
## 111        22088                  1      Yes                14
## 112        13829                  2       No                15
## 113        15322                  7       No                19
## 114         4761                  2       No                11
## 115        21026                  3      Yes                15
## 116         4814                  1      Yes                13
## 117        20623                  0       No                14
## 118        23679                  4      Yes                13
## 119         4609                  4       No                12
## 120         6163                  1       No                11
## 121        20335                  9       No                14
## 122        25479                  1      Yes                11
## 123        19239                  4      Yes                12
## 124         7791                  0       No                20
## 125        20260                  1       No                18
## 126        13586                  1      Yes                11
## 127         4681                  1      Yes                22
## 128        23888                  0       No                13
## 129        20003                  1      Yes                14
## 130         7739                  2       No                12
## 131         3356                  1      Yes                13
## 132         8191                  3       No                12
## 133         4386                  0       No                11
## 134         7693                  4       No                21
## 135         6227                  1       No                11
## 136         9931                  1       No                24
## 137         6689                  1      Yes                11
## 138        13943                  8       No                11
## 139         4303                  7      Yes                21
## 140        14506                  2       No                12
## 141        18235                  4      Yes                12
## 142        26076                  1       No                12
## 143        24208                  6       No                13
## 144        22825                  4       No                14
## 145        13888                  5       No                20
## 146        16928                  1       No                14
## 147         4673                  1       No                13
## 148        10589                  2       No                13
## 149         6409                  8       No                22
## 150        20460                  0       No                21
## 151        11512                  2       No                17
## 152        21703                  1       No                12
## 153        16985                  1       No                14
## 154        15530                  3       No                12
## 155         6896                  1       No                14
## 156         6069                  7      Yes                12
## 157         4258                  3       No                14
## 158        13547                  7       No                11
## 159        11535                  8       No                11
## 160        23281                  3      Yes                17
## 161        15998                  1      Yes                12
## 162        12355                  1       No                12
## 163        20431                  0       No                12
## 164        23016                  3      Yes                13
## 165         5100                  0       No                15
## 166        22052                  1       No                13
## 167         3498                  3       No                16
## 168        22578                  4       No                19
## 169        22087                  3      Yes                12
## 170        26968                  4       No                22
## 171        25275                  7       No                23
## 172         2125                  8       No                18
## 173         8984                  5       No                11
## 174        21708                  0      Yes                14
## 175        13938                  6       No                13
## 176        25326                  1      Yes                11
## 177        21199                  5      Yes                13
## 178        15346                  6      Yes                14
## 179        15589                  1       No                14
## 180        12930                  4       No                22
## 181        19588                  2       No                18
## 182        19461                  3       No                15
## 183        16090                  4       No                12
## 184         9150                  4       No                18
## 185        17872                  1       No                11
## 186         2613                  1       No                23
## 187         4973                  1       No                17
## 188        21086                  6       No                14
## 189        15815                  3       No                14
## 190         8863                  1       No                15
## 191        11934                  1       No                13
## 192         8277                  2       No                14
## 193        26314                  2       No                14
## 194        19658                  2       No                14
## 195         4050                  0       No                12
## 196        23231                  1       No                11
## 197        18725                  3       No                23
## 198        11879                  6       No                17
## 199         2094                  3       No                14
## 200         9100                  1       No                21
## 201        17071                  4      Yes                16
## 202         7346                  1       No                17
## 203        19124                  1       No                12
## 204         3872                  7      Yes                13
## 205        20990                  2       No                11
## 206         7508                  1      Yes                13
## 207         9489                  8       No                13
## 208        11354                  7      Yes                19
## 209        10415                  5       No                14
## 210        21196                  3      Yes                13
## 211         5640                  0       No                23
## 212         7770                  6       No                13
## 213        15232                  3       No                17
## 214         4051                  9      Yes                13
## 215        15174                  0       No                13
## 216         8045                  2       No                14
## 217        22174                  3       No                19
## 218         2437                  3       No                11
## 219        23910                  1       No                14
## 220         9973                  1      Yes                20
## 221        18686                  1       No                22
## 222         5630                  2       No                14
## 223        16130                  1      Yes                25
## 224        12530                  1       No                14
## 225        14293                  2       No                19
## 226         4077                  1       No                13
## 227        10910                  1       No                12
## 228        12392                  1      Yes                16
## 229        17519                  0       No                21
## 230        11652                  2      Yes                19
## 231         5388                  1       No                19
## 232         9687                  1       No                13
## 233        24164                  7       No                11
## 234        17011                  2       No                14
## 235        19494                  1      Yes                12
## 236        14922                  5       No                11
## 237        17312                  5       No                11
## 238        18089                  1      Yes                12
## 239        19655                  4       No                14
## 240        21981                  5       No                15
## 241         6950                  1      Yes                21
## 242        13035                  3       No                22
## 243         4956                  0       No                23
## 244        15182                  3       No                12
## 245        17689                  1      Yes                15
## 246         6054                  6       No                14
## 247        25713                  1      Yes                14
## 248        18024                  0       No                14
## 249        13953                  3      Yes                14
## 250         5626                  7       No                16
## 251        20439                  1       No                12
## 252        25952                  4       No                13
## 253         6153                  1       No                14
## 254        21495                  0       No                17
## 255        25178                  2       No                11
## 256        24978                  4       No                13
## 257         3909                  1       No                11
## 258        12761                  7       No                14
## 259        24444                  2      Yes                13
## 260         7298                  6      Yes                19
## 261        11882                  7       No                14
## 262         7568                  6       No                13
## 263        22149                  5      Yes                13
## 264        18203                  1       No                15
## 265        13257                  0       No                12
## 266        16479                  0       No                13
## 267        11929                  7       No                14
## 268        24852                  1       No                12
## 269        18079                  1       No                20
## 270         9096                  0       No                15
## 271        19665                  4       No                22
## 272        19332                  1       No                12
## 273         7018                  1       No                21
## 274        13494                  4       No                13
## 275        13339                  8       No                11
## 276        18575                  4       No                13
## 277        24440                  1       No                13
## 278        10675                  0       No                19
## 279        26959                  1      Yes                11
## 280        16143                  0      Yes                16
## 281         6069                  1      Yes                17
## 282         3119                  2      Yes                13
## 283         9060                  4       No                17
## 284         7143                  4       No                12
## 285         6004                  1       No                13
## 286        22949                  1      Yes                12
## 287        26092                  1      Yes                23
## 288         8758                  0       No                11
## 289        22952                  0       No                14
## 290        20317                  1       No                16
## 291        11005                  3       No                14
## 292         6927                  7       No                15
## 293        11781                  1       No                16
## 294        17231                  0       No                18
## 295        17381                  1      Yes                21
## 296        20232                  7      Yes                11
## 297        14074                  1       No                17
## 298        22887                  1      Yes                24
## 299        10322                  0      Yes                22
## 300        24737                  5      Yes                13
## 301         8891                  1       No                14
## 302        11031                  1       No                22
## 303        23737                  5       No                12
## 304        18698                  1       No                19
## 305        26227                  4       No                24
## 306        10778                  0       No                17
## 307        20165                  4       No                18
## 308        22478                  3       No                17
## 309        12992                  3      Yes                14
## 310        15678                  0       No                22
## 311        13008                  9       No                17
## 312        20364                  7       No                15
## 313         4156                  1       No                12
## 314        13983                  2       No                17
## 315        11924                  8       No                14
## 316         8571                  1      Yes                17
## 317        11314                  6       No                18
## 318        14120                  1       No                12
## 319         3567                  3      Yes                12
## 320        21221                  1      Yes                12
## 321         3974                  6       No                20
## 322         7660                  1       No                12
## 323         2373                  9       No                12
## 324        21029                  8      Yes                23
## 325         7060                  1       No                16
## 326        17808                  1       No                19
## 327         3549                  0      Yes                14
## 328        11189                  6      Yes                17
## 329        18115                  1      Yes                16
## 330        16616                  0       No                14
## 331        22384                  4       No                14
## 332        25812                  1       No                11
## 333        11092                  1      Yes                12
## 334         6009                  1       No                11
## 335        21922                  9       No                21
## 336         3129                  1       No                22
## 337        18500                  1       No                11
## 338        22266                  0       No                17
## 339        17251                  3      Yes                14
## 340        19715                  1       No                13
## 341        13072                  9      Yes                14
## 342        14222                  1      Yes                12
## 343        21214                  4       No                15
## 344        22653                  1       No                20
## 345        13192                  8       No                19
## 346        25098                  0       No                12
## 347        15834                  2       No                11
## 348        26767                  1       No                20
## 349         4279                  2       No                13
## 350        20420                  7       No                11
## 351        14842                  9       No                13
## 352        12241                  4       No                11
## 353        21203                  3      Yes                13
## 354         8841                  3      Yes                18
## 355        26458                  0      Yes                13
## 356        15891                  3       No                18
## 357        23300                  1       No                19
## 358        18300                  5       No                16
## 359        10877                  1      Yes                22
## 360        20251                  0       No                11
## 361         5678                  0       No                14
## 362        10642                  1       No                17
## 363        25846                  1       No                15
## 364         5949                  0       No                19
## 365         6992                  4       No                14
## 366        18256                  9       No                11
## 367        22534                  4       No                13
## 368        19345                  0       No                12
## 369        12826                  2       No                16
## 370        10557                  7       No                16
## 371        11275                  1       No                12
## 372         2890                  0       No                11
## 373        20308                  1       No                18
## 374         9953                  1       No                11
## 375        21082                  1       No                11
## 376        24450                  1      Yes                13
## 377         8269                  1       No                16
## 378         2900                  3      Yes                12
## 379        26933                  0      Yes                18
## 380        11539                  4      Yes                11
## 381        16375                  4       No                11
## 382         8916                  1       No                23
## 383        24795                  4       No                11
## 384         9518                  3       No                13
## 385        10332                  9      Yes                12
## 386        16292                  1       No                13
## 387         9096                  1       No                14
## 388        22645                  4       No                12
## 389         7439                  3       No                15
## 390         9150                  1      Yes                11
## 391        13305                  5       No                17
## 392        21436                  7      Yes                19
## 393         3995                  1      Yes                13
## 394         2845                  4       No                19
## 395         9068                  5      Yes                14
## 396         7747                  0      Yes                18
## 397         2288                  6       No                13
## 398         3072                  1       No                15
## 399        26236                  1       No                21
## 400        19719                  5      Yes                18
## 401        24793                  2       No                20
## 402        16439                  2       No                16
## 403         5411                  4       No                12
## 404        22792                  4       No                12
## 405        17852                  1       No                11
## 406         2671                  4      Yes                14
## 407        13402                  1       No                14
## 408         6865                  1       No                14
## 409        22021                  2       No                16
## 410         5200                  6       No                24
## 411         8635                  0       No                21
## 412        15869                  1       No                12
## 413        10227                  4       No                21
## 414        26075                  8       No                13
## 415        12253                  0       No                16
## 416        24442                  2       No                14
## 417         7181                  0       No                14
## 418         7122                  4       No                18
## 419         9961                  1       No                13
## 420        21526                  1       No                18
## 421        17736                  1       No                15
## 422        23866                  3      Yes                15
## 423        20739                  4      Yes                18
## 424        19305                  1       No                15
## 425        24232                  1       No                11
## 426         5268                  5       No                13
## 427         7152                  1       No                13
## 428        10531                  1       No                17
## 429         9571                  0      Yes                14
## 430        23687                  6       No                13
## 431         5242                  1      Yes                11
## 432         8532                  9       No                16
## 433        22710                  3       No                20
## 434        10007                  1       No                13
## 435        20652                  2       No                12
## 436         3415                  1       No                18
## 437        16374                  6       No                17
## 438        20006                  0       No                13
## 439         3810                  1      Yes                14
## 440        19383                  0       No                13
## 441         2338                  4      Yes                14
## 442        25412                  9       No                17
## 443        14935                  2       No                11
## 444         4167                  4      Yes                18
## 445        14218                  7      Yes                17
## 446        10205                  7       No                12
## 447         9867                  7       No                15
## 448         5696                  5       No                18
## 449         5456                  1       No                11
## 450        24162                  1       No                15
## 451        21653                  0      Yes                13
## 452        21158                  1       No                13
## 453        13492                  1      Yes                18
## 454        10410                  1       No                14
## 455        17997                  7       No                11
## 456         4349                  1       No                14
## 457        22589                  1       No                11
## 458         8423                  0      Yes                22
## 459        10494                  2       No                22
## 460        22604                  1       No                16
## 461         9260                  4       No                17
## 462        10950                  2       No                11
## 463         6645                  4       No                11
## 464         6670                  2       No                20
## 465        15587                  9      Yes                16
## 466         4306                  5      Yes                11
## 467        17001                  3      Yes                21
## 468        22002                  3       No                12
## 469        21813                  8       No                18
## 470        26250                  1       No                11
## 471         6073                  1       No                11
## 472        14753                  1      Yes                24
## 473        15067                  4      Yes                14
## 474         9752                  5       No                13
## 475        22482                  1       No                16
## 476        20445                  4      Yes                21
## 477        24558                  4       No                19
## 478         4267                  5       No                12
## 479        17363                  9       No                13
## 480        15471                  1      Yes                25
## 481         6225                  0       No                12
## 482        14871                  3      Yes                19
## 483        26496                  1      Yes                15
## 484        13939                  4      Yes                18
## 485         3465                  1       No                12
## 486        19479                  8      Yes                11
## 487        16019                  1       No                13
## 488        15170                  1       No                17
## 489        19294                  9      Yes                13
## 490         7360                  3       No                11
## 491        25594                  9      Yes                11
## 492        22422                  4      Yes                11
## 493        23413                  9       No                11
## 494        21195                  1       No                19
## 495         6060                  1      Yes                13
## 496         5594                  2       No                14
## 497         9655                  3       No                21
## 498        11411                  1      Yes                12
## 499        16577                  6       No                13
## 500         3987                  6       No                19
## 501        12023                  7      Yes                14
## 502        12947                  5      Yes                14
## 503        11740                  2      Yes                11
## 504        10195                  1       No                11
## 505        26703                  3       No                19
## 506        15624                  3       No                12
## 507         9150                  1      Yes                13
## 508        15395                  2       No                11
## 509         2539                  4       No                17
## 510        16280                  1       No                12
## 511         5982                  1       No                11
## 512         3449                  3       No                21
## 513        17360                  6       No                13
## 514        15146                  1      Yes                12
## 515         2851                  1       No                24
## 516        16321                  5       No                18
## 517        18798                  1      Yes                18
## 518         8952                  8       No                22
## 519        23631                  0       No                12
## 520        10261                  1       No                16
## 521         8306                  1       No                16
## 522         7324                  1      Yes                17
## 523        18787                  2       No                17
## 524         2125                  1      Yes                17
## 525         8456                  3       No                17
## 526        23537                  2       No                12
## 527         6319                  4      Yes                11
## 528        17089                  1      Yes                12
## 529        26278                  1       No                18
## 530         4510                  9      Yes                18
## 531        24608                  0       No                18
## 532        21447                  6       No                13
## 533        23779                  1       No                24
## 534        16542                  5       No                18
## 535         4759                  1      Yes                11
## 536         5228                  4       No                14
## 537        20619                  7       No                16
## 538        24017                  0      Yes                11
## 539        21972                  1      Yes                16
## 540         2253                  7       No                13
## 541        11309                  1       No                13
## 542         6076                  6       No                19
## 543        25326                  1      Yes                15
## 544         7259                  9       No                14
## 545         7530                  1       No                11
## 546        20338                  1       No                12
## 547        22477                  4       No                11
## 548        11983                  6       No                14
## 549        26707                  3       No                17
## 550         8318                  1       No                16
## 551        19562                  1       No                12
## 552        23965                  1       No                13
## 553         4223                  1       No                21
## 554         5543                  4       No                17
## 555        14242                  9       No                14
## 556         3010                  4      Yes                11
## 557        23428                  7       No                11
## 558        22794                  1      Yes                13
## 559        11806                  1       No                13
## 560        20156                  1       No                17
## 561        15062                  4       No                12
## 562        21624                  2      Yes                14
## 563        12086                  9       No                14
## 564        26862                  4       No                20
## 565        24375                  3       No                21
## 566        13422                  6      Yes                12
## 567        19737                  4       No                13
## 568         5323                  1       No                11
## 569         7824                  7       No                17
## 570         4161                  3      Yes                18
## 571        26841                  5       No                21
## 572         8870                  1       No                19
## 573        19255                  1      Yes                12
## 574        22128                  1       No                21
## 575         7428                  1       No                20
## 576         2689                  1       No                18
## 577        11473                  4       No                14
## 578         7973                  3       No                14
## 579         3140                  0       No                13
## 580         4204                  1      Yes                11
## 581         9075                  3       No                11
## 582        15901                  2       No                14
## 583        24539                  3      Yes                16
## 584         3698                  1      Yes                20
## 585        19121                  2      Yes                13
## 586        16523                  8      Yes                15
## 587        15717                  7      Yes                12
## 588         6986                  7       No                23
## 589        19106                  4       No                18
## 590        16002                  3      Yes                15
## 591        10293                  1      Yes                14
## 592         7815                  0      Yes                23
## 593        15747                  3       No                15
## 594        22102                  1       No                14
## 595        25800                  1       No                13
## 596        21816                  1       No                22
## 597         9129                  3       No                16
## 598        13436                  6       No                22
## 599         5174                  1      Yes                20
## 600         3020                  2      Yes                16
## 601         7103                  1       No                13
## 602        25174                  4       No                14
## 603        17802                  0      Yes                12
## 604        26342                  1       No                13
## 605        14630                  1       No                13
## 606        13514                  3       No                19
## 607        24668                  7       No                11
## 608        19191                  1      Yes                24
## 609        23577                  0       No                12
## 610        21437                  0       No                19
## 611        10846                  0       No                12
## 612         2112                  2      Yes                17
## 613        21509                  7       No                20
## 614         9947                  1      Yes                13
## 615         9977                  5       No                11
## 616        11912                  1       No                14
## 617         8192                  8       No                11
## 618         4009                  5      Yes                21
## 619        21457                  4       No                15
## 620        16900                  1       No                18
## 621        19783                  1      Yes                18
## 622         6759                  1      Yes                19
## 623        13551                  2       No                16
## 624        16642                  1      Yes                16
## 625         5355                  7       No                11
## 626         3208                  1       No                11
## 627        15211                  1      Yes                12
## 628        15682                  0      Yes                14
## 629        15813                  3       No                18
## 630        17654                  1       No                14
## 631         7975                  8       No                20
## 632         6770                  1       No                21
## 633         4981                  8      Yes                12
## 634         2561                  5       No                22
## 635         9262                  8       No                16
## 636        26537                  1       No                13
## 637        14399                  0       No                17
## 638        22914                  1       No                18
## 639        21630                  1      Yes                11
## 640        16346                  0       No                11
## 641        13335                  1       No                22
## 642        10748                  2       No                12
## 643        17323                  7       No                15
## 644        14460                  1      Yes                23
## 645        20293                  6       No                17
## 646         8552                  7       No                11
## 647        13556                  1       No                12
## 648         6217                  1       No                15
## 649        23016                  0       No                14
## 650         3339                  3      Yes                14
## 651        21731                  1       No                19
## 652        10893                  0      Yes                18
## 653        13782                  9       No                17
## 654        23978                  3       No                21
## 655         9129                  5       No                16
## 656        22722                  1      Yes                13
## 657        15736                  5       No                16
## 658        24456                  3       No                20
## 659        10110                  6      Yes                15
## 660        22656                  1       No                13
## 661        21146                  1       No                15
## 662         8416                  3       No                12
## 663         5596                  4      Yes                12
## 664         9541                  1       No                20
## 665        10034                  0       No                20
## 666        23060                  8      Yes                12
## 667         6599                  1       No                14
## 668         6705                  7       No                13
## 669        22845                  1       No                18
## 670        23474                  3       No                14
## 671        25258                  4       No                13
## 672         3921                  1       No                14
## 673        11827                  0       No                14
## 674        16612                  1      Yes                19
## 675        22490                  7       No                17
## 676         9946                  2       No                14
## 677        23361                  0       No                15
## 678        26849                  1       No                11
## 679         9192                  7       No                13
## 680        11737                  3       No                15
## 681        18154                  1       No                12
## 682        15238                  7       No                20
## 683         7419                  6       No                14
## 684        23402                  3      Yes                16
## 685         6672                  1       No                11
## 686        14394                  1       No                25
## 687        22930                  0      Yes                12
## 688        13248                  6       No                21
## 689         9241                  1       No                22
## 690         7129                  5       No                13
## 691        14814                  3       No                11
## 692        10268                  1      Yes                12
## 693        17078                  3       No                23
## 694         3427                  9      Yes                23
## 695         7677                  1       No                14
## 696        13137                  1      Yes                18
## 697         5602                  2       No                25
## 698         9945                  8       No                16
## 699        18420                  1      Yes                12
## 700        10849                  5       No                11
## 701        15434                  1       No                11
## 702         5829                  1       No                20
## 703        13755                  4      Yes                11
## 704         6889                  0      Yes                11
## 705        25657                  8       No                17
## 706        13430                  7       No                14
## 707        15696                  4       No                15
## 708        24609                  9       No                18
## 709        16376                  1       No                11
## 710         4544                  1       No                11
## 711        25927                  1      Yes                23
## 712        22102                  3       No                12
## 713        16620                  5       No                11
## 714         7246                  4       No                11
## 715        14229                  1       No                15
## 716        11585                  1       No                11
## 717         2706                  1       No                18
## 718         7909                  3       No                13
## 719        10414                  3      Yes                24
## 720         8039                  0       No                17
## 721         9606                  1       No                15
## 722        26493                  3       No                17
## 723        20284                  5       No                14
## 724        15669                  0       No                11
## 725        13624                  4       No                13
## 726         7505                  0       No                12
## 727        21222                  5       No                15
## 728         5972                  1      Yes                17
## 729        23213                  1      Yes                18
## 730        19299                  0       No                14
## 731        23814                  4       No                21
## 732        17778                  4      Yes                18
## 733        19555                  1       No                12
## 734        23914                  8       No                12
## 735        22061                  1       No                13
## 736        26997                  0       No                14
## 737         8828                  0       No                11
## 738        16490                  5       No                17
## 739         6179                  1       No                16
## 740        14004                  4       No                14
## 741        24835                  2       No                18
## 742        25291                  9       No                21
## 743         3031                  1       No                17
## 744        12862                  1       No                13
## 745        13684                  0      Yes                22
## 746        10036                  0       No                14
## 747         3157                  4      Yes                15
## 748        25755                  0       No                20
## 749         3622                  1       No                13
## 750        10515                  0       No                14
## 751        17205                  1      Yes                14
## 752         8319                  1      Yes                11
## 753        20689                  2      Yes                15
## 754        14011                  5       No                21
## 755        24001                  9       No                12
## 756         2104                  2       No                14
## 757        19170                  1      Yes                25
## 758        21534                  2       No                14
## 759        26176                  7       No                19
## 760         2493                  2      Yes                16
## 761        11479                  6      Yes                20
## 762        12982                  1      Yes                11
## 763        22074                  1       No                13
## 764        24920                  0       No                12
## 765         2243                  0       No                19
## 766        23447                  1      Yes                14
## 767        18863                  1       No                13
## 768        11373                  3       No                15
## 769        17433                  2       No                11
## 770        17970                  1       No                13
## 771         4317                  3       No                14
## 772         2137                  1       No                25
## 773         6420                  0       No                25
## 774        21777                  0      Yes                17
## 775        18611                  2      Yes                14
## 776        19630                  1       No                18
## 777        15428                  0       No                21
## 778        14947                  1       No                12
## 779        11925                  1       No                20
## 780        26124                  9      Yes                14
## 781        21728                  1      Yes                22
## 782        20978                  1       No                11
## 783        22650                  3      Yes                11
## 784         4905                  1       No                12
## 785         3536                  7       No                11
## 786         8847                  3       No                11
## 787        22984                  2       No                11
## 788        17747                  2       No                15
## 789        19805                  8       No                12
## 790        18830                  1       No                18
## 791        23070                  4       No                25
## 792         5711                  2       No                15
## 793        14199                  3      Yes                19
## 794         8202                  1       No                13
## 795        23793                  1      Yes                15
## 796         3164                  1      Yes                11
## 797         7501                  0      Yes                14
## 798        15999                  1      Yes                17
## 799         6148                  1      Yes                25
## 800        26308                  6       No                20
## 801         3193                  2       No                19
## 802         8346                  4      Yes                13
## 803         5355                  1      Yes                14
## 804        10333                  0      Yes                22
## 805        25043                  4       No                12
## 806        25949                  7      Yes                13
## 807        12477                  2       No                11
## 808        11992                  1       No                24
## 809         3811                  1       No                12
## 810        13364                  0      Yes                16
## 811        11012                  1       No                11
## 812         4910                  4       No                11
## 813         5915                  1      Yes                12
## 814         5220                  3       No                11
## 815        12102                  0       No                19
## 816         6311                  0       No                13
## 817        20234                  5      Yes                24
## 818        25995                  0       No                11
## 819        11162                  0       No                13
## 820        23352                  3      Yes                11
## 821        18783                  3       No                17
## 822        10732                  2       No                14
## 823         8978                  1       No                21
## 824         6233                  1       No                12
## 825        12421                  9      Yes                12
## 826        21445                  9       No                17
## 827        19002                  2       No                13
## 828         6039                  0      Yes                12
## 829        15963                  4       No                14
## 830         7999                  1       No                11
## 831        14039                  1      Yes                15
## 832        26820                  1      Yes                19
## 833        12449                  1       No                12
## 834         7172                  1       No                25
## 835        25592                  1      Yes                15
## 836        24666                  1       No                13
## 837         5182                  7      Yes                15
## 838        19921                  1       No                12
## 839        19271                  8      Yes                12
## 840        13583                  4       No                12
## 841        25233                  1       No                13
## 842         9769                  1       No                13
## 843        19028                  3       No                22
## 844         5494                  0       No                11
## 845        25353                  5       No                12
## 846        13535                  1       No                12
## 847        16102                  1       No                14
## 848        10942                  0       No                17
## 849         6110                  2      Yes                12
## 850         7102                  0       No                18
## 851        24788                  3      Yes                11
## 852        16117                  1       No                13
## 853        12682                  0      Yes                12
## 854         4824                  0       No                19
## 855        25388                  0      Yes                11
## 856        16192                  1       No                13
## 857         8556                  5      Yes                11
## 858        14034                  1       No                24
## 859         6961                  2       No                21
## 860        14075                  1       No                11
## 861         4257                  0       No                14
## 862        20364                  3       No                14
## 863         4652                  8      Yes                13
## 864        10225                  9      Yes                12
## 865        14720                  4      Yes                18
## 866        18706                  1       No                11
## 867        12069                  0       No                18
## 868        24200                  3      Yes                17
## 869        20100                  4      Yes                19
## 870        15986                  5       No                11
## 871        19246                  1       No                20
## 872        17241                  3       No                18
## 873         9277                  6      Yes                17
## 874         9238                  1       No                22
## 875        16290                  1       No                11
## 876         3335                  3       No                14
## 877        15480                  0       No                13
## 878        25308                  1       No                20
## 879        22310                  1       No                25
## 880        24439                  3       No                16
## 881        15986                  4       No                11
## 882         6762                  3       No                22
## 883         3487                  1       No                14
## 884        24008                  0       No                19
## 885         3687                  2       No                19
## 886        10022                  0      Yes                19
## 887        21143                  8       No                17
## 888         4187                  3       No                14
## 889         9528                  3       No                22
## 890         7108                  1       No                17
## 891        22455                  1       No                13
## 892        17799                  3       No                12
## 893        13596                  1       No                16
## 894        16673                  1      Yes                20
## 895        20948                  3       No                14
## 896        19989                  3       No                14
## 897        10092                  2      Yes                20
## 898        26582                  0      Yes                13
## 899        23553                  1       No                12
## 900        11868                  4       No                13
## 901        16632                  9       No                12
## 902         9282                  7       No                12
## 903        13693                  8       No                14
## 904         4060                  8       No                19
## 905         5404                  3       No                13
## 906        13401                  0       No                17
## 907         3142                  2      Yes                13
## 908        23177                  7       No                16
## 909        11179                  1      Yes                13
## 910        15178                  1       No                13
## 911        18625                  3       No                14
## 912         5224                  0      Yes                11
## 913        25605                  4       No                17
## 914         5615                  2       No                12
## 915        23371                  6       No                14
## 916        24812                  0       No                14
## 917        12719                  1       No                25
## 918         9125                  1       No                13
## 919        23384                  1       No                22
## 920         9964                  4      Yes                20
## 921        18398                  0       No                14
## 922         4892                  1       No                19
## 923         7858                  7       No                14
## 924        12858                  7       No                16
## 925        18685                  3       No                25
## 926        22495                  3      Yes                13
## 927        11693                  1       No                15
## 928         3376                  3       No                12
## 929         7324                  1      Yes                13
## 930        11864                  0       No                13
## 931        12313                  1      Yes                14
## 932        19373                  3       No                15
## 933        19566                  1       No                16
## 934        13384                  9      Yes                14
## 935        13008                  1       No                19
## 936        16998                  2      Yes                11
## 937        12368                  7       No                16
## 938        25150                  2       No                15
## 939         5340                  7       No                13
## 940         3692                  1       No                19
## 941        21831                  3       No                14
## 942         4658                  2       No                11
## 943         2354                  7       No                11
## 944         4658                  0       No                18
## 945         9724                  1       No                12
## 946        24483                  1       No                19
## 947         4567                  1       No                13
## 948         3032                  1       No                22
## 949        22808                  0      Yes                11
## 950        10339                  4      Yes                12
## 951         6161                  3       No                22
## 952        22217                  1       No                14
## 953        13848                  3       No                15
## 954        19826                  0      Yes                14
## 955         8770                  9       No                15
## 956         6595                  4       No                21
## 957        21698                  4       No                11
## 958        11135                  9       No                12
## 959        11591                  3      Yes                16
## 960        25761                  7      Yes                12
## 961        22673                  1       No                19
## 962        24447                  1       No                17
## 963         4284                  2       No                15
## 964        18767                  9       No                15
## 965        26897                  1       No                11
## 966        16701                  5      Yes                12
## 967         8489                  1       No                14
## 968         3809                  1       No                13
## 969         9490                  2       No                22
## 970        14180                  2      Yes                13
## 971         5099                  1       No                14
## 972        17369                  0      Yes                11
## 973         6842                  0      Yes                11
## 974        11757                  1       No                13
## 975        24117                  1       No                15
## 976        14961                  1      Yes                13
## 977        13119                  2       No                13
## 978        22154                  0       No                13
## 979        23457                  1      Yes                20
## 980        12124                  2       No                13
## 981        26204                  0       No                23
## 982        11563                  2      Yes                19
## 983         3300                  7       No                15
## 984        21378                  0       No                18
## 985        14369                  4       No                13
## 986        15318                  3      Yes                14
## 987         4223                  0      Yes                11
## 988        23343                  4       No                12
## 989         5083                  1      Yes                13
## 990         7551                  0      Yes                16
## 991         7790                  8       No                11
## 992        17616                  1       No                16
## 993        13982                  0      Yes                19
## 994        25440                  5       No                12
## 995        19899                  1      Yes                13
## 996        12482                  1       No                14
## 997        12127                  0       No                17
## 998         5652                  6       No                19
## 999         6812                  6       No                13
## 1000       18016                  1      Yes                24
## 1001       10425                  8      Yes                22
## 1002       25751                  3       No                19
## 1003       25518                  0       No                13
## 1004        7389                  5       No                13
## 1005       16530                  8       No                12
## 1006       16495                  3      Yes                12
## 1007       13251                  1       No                19
## 1008       18899                  9       No                14
## 1009       18640                  3       No                18
## 1010       16047                  2      Yes                20
## 1011       22573                  6       No                11
## 1012       15000                  6       No                15
## 1013       24624                  1      Yes                11
## 1014        6208                  4       No                17
## 1015       22967                  5       No                15
## 1016        5855                  5       No                12
## 1017        8007                  0      Yes                11
## 1018       11439                  1       No                13
## 1019        8053                  2       No                12
## 1020       13493                  1       No                15
## 1021       16177                  0       No                19
## 1022       15276                  4       No                15
## 1023        5141                  8       No                14
## 1024        3395                  3       No                23
## 1025       12888                  4       No                13
## 1026       15302                  2       No                13
## 1027       17822                  3       No                12
## 1028       12090                  1      Yes                11
## 1029       24785                  9       No                14
## 1030        2326                  9       No                14
## 1031       20497                  0      Yes                13
## 1032        5033                  0       No                13
## 1033        8842                  1      Yes                16
## 1034       14908                  1      Yes                13
## 1035       23099                  3       No                11
## 1036       26999                  1      Yes                11
## 1037       22807                  1       No                23
## 1038        6729                  2       No                15
## 1039        7914                  7       No                21
## 1040       25549                  4       No                12
## 1041       11652                  0       No                11
## 1042        3339                  3      Yes                11
## 1043       12695                  0       No                19
## 1044        2823                  1      Yes                14
## 1045        2122                  1       No                14
## 1046        7160                  1       No                15
## 1047        7653                  4       No                11
## 1048       23364                  6       No                11
## 1049       25681                  1      Yes                13
## 1050       22098                  6      Yes                14
## 1051       14618                  0       No                16
## 1052        7703                  1       No                13
## 1053        2227                  4      Yes                14
## 1054        9834                  5       No                18
## 1055        6297                  2       No                13
## 1056        9396                  5       No                13
## 1057        9679                  5       No                19
## 1058        7744                  5      Yes                22
## 1059       12832                  2       No                13
## 1060       19911                  0       No                17
## 1061        2721                  0       No                24
## 1062       17000                  1       No                13
## 1063        5335                  3       No                23
## 1064       25103                  1      Yes                21
## 1065       17056                  2      Yes                13
## 1066        4344                  1       No                14
## 1067       12549                  2       No                14
## 1068        3854                  5       No                11
## 1069       17456                  0       No                14
## 1070        9983                  7       No                15
## 1071        6527                  8       No                14
## 1072        4156                  1       No                12
## 1073        5050                  1       No                17
## 1074        9128                  3       No                16
## 1075       20328                  4       No                16
## 1076       24097                  8       No                23
## 1077       10735                  4       No                11
## 1078       18624                  1       No                11
## 1079       26285                  4       No                12
## 1080       12932                  2       No                11
## 1081        2725                  2       No                14
## 1082        8952                  1       No                12
## 1083       26956                  1       No                19
## 1084       18659                  9       No                11
## 1085        8787                  0       No                21
## 1086       23772                  5      Yes                21
## 1087       20943                  1       No                19
## 1088       20471                  6      Yes                13
## 1089       10077                  0      Yes                12
## 1090        7100                  1      Yes                11
## 1091       11866                  1      Yes                14
## 1092       10436                  1       No                24
## 1093       10056                  1      Yes                14
## 1094       11591                  7       No                12
## 1095       18384                  1       No                12
## 1096       15701                  6       No                12
## 1097       18697                  2       No                14
## 1098        9732                  6       No                11
## 1099        3956                  1       No                13
## 1100        4992                  1       No                15
## 1101        6499                  1       No                14
## 1102       22553                  7       No                12
## 1103       19682                  3       No                18
## 1104       20715                  7      Yes                18
## 1105       23293                  2       No                18
## 1106       17940                  0       No                14
## 1107       14377                  1      Yes                14
## 1108       26894                  4       No                11
## 1109       12916                  1       No                14
## 1110       15975                  0       No                16
## 1111       12250                  1       No                12
## 1112       11038                  3      Yes                14
## 1113       24619                  7      Yes                12
## 1114       23452                  3      Yes                14
## 1115       13084                  2       No                23
## 1116       23844                  0       No                19
## 1117       21123                  2      Yes                12
## 1118       16392                  0       No                11
## 1119        9255                  2      Yes                13
## 1120        2912                  1      Yes                18
## 1121       16586                  4      Yes                13
## 1122       16154                  2       No                22
## 1123        5771                  1       No                21
## 1124       20462                  9       No                23
## 1125       21643                  0       No                17
## 1126       20989                  0       No                21
## 1127       14168                  1      Yes                16
## 1128       21821                  8       No                20
## 1129       15896                  1       No                19
## 1130        6881                  1       No                15
## 1131       13523                  9       No                12
## 1132       17334                  6      Yes                13
## 1133        5718                  1       No                13
## 1134       23826                  1       No                22
## 1135       10224                  7       No                22
## 1136       11141                  1       No                16
## 1137       17663                  6       No                20
## 1138        4297                  0       No                17
## 1139        9647                  0       No                12
## 1140        3525                  1       No                24
## 1141       14408                  0       No                21
## 1142       21173                  0       No                11
## 1143       22245                  7       No                14
## 1144       24252                  1       No                14
## 1145       10503                  4      Yes                11
## 1146       23333                  8       No                15
## 1147       10228                  2       No                12
## 1148       16031                  8       No                12
## 1149        5598                  1       No                15
## 1150       15830                  1       No                19
## 1151       15748                  1       No                11
## 1152       20392                  3       No                20
## 1153       16885                  3       No                12
## 1154       22955                  1      Yes                11
## 1155        5549                  1       No                14
## 1156        7192                  3       No                18
## 1157       23522                  6      Yes                19
## 1158       19573                  4      Yes                22
## 1159        7950                  1       No                13
## 1160        2819                  6       No                20
## 1161       10826                  1      Yes                11
## 1162       15397                  4      Yes                14
## 1163        7003                  1       No                13
## 1164       23848                  4       No                17
## 1165       20898                  1      Yes                14
## 1166        7331                  1       No                20
## 1167       26542                  4       No                20
## 1168       19558                  0       No                11
## 1169        5013                  0       No                12
## 1170       22977                  1      Yes                12
##      PerformanceRating RelationshipSatisfaction StockOptionLevel
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##      TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
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## 912                  7                     2               3              6
## 913                  7                     5               2              4
## 914                 14                     6               3             11
## 915                  8                     6               3              2
## 916                  5                     2               3              4
## 917                  3                     3               3              3
## 918                  5                     4               3              5
## 919                  1                     5               3              1
## 920                 12                     3               2              1
## 921                  4                     3               3              3
## 922                  1                     2               3              1
## 923                  9                     3               2              1
## 924                 10                     3               4              4
## 925                 36                     6               3             10
## 926                 10                     3               3              7
## 927                 10                     4               4             10
## 928                 20                     3               3             18
## 929                  1                     2               2              1
## 930                  8                     2               2              7
## 931                 15                     3               3             15
## 932                 10                     6               3              7
## 933                 10                     2               3             10
## 934                  3                     3               2              1
## 935                  1                     2               3              1
## 936                  4                     2               2              0
## 937                 17                     3               3              4
## 938                 18                     2               3              4
## 939                 18                     2               3              7
## 940                  1                     3               3              1
## 941                 15                     3               1              5
## 942                 11                     3               3              7
## 943                 28                     3               2             21
## 944                  4                     2               3              3
## 945                  0                     2               3              0
## 946                  6                     0               4              6
## 947                  1                     3               3              1
## 948                  3                     3               1              3
## 949                  8                     2               2              7
## 950                  8                     2               3              5
## 951                 10                     1               2              6
## 952                  8                     3               2              7
## 953                  8                     3               2              4
## 954                  6                     3               2              5
## 955                  9                     2               2              5
## 956                  9                     2               4              5
## 957                 37                     3               2              6
## 958                 10                     2               3              8
## 959                 21                     2               3              2
## 960                 40                     2               3             31
## 961                  6                     1               3              6
## 962                  9                     3               3              9
## 963                 13                     3               2              4
## 964                 12                     3               1              8
## 965                  2                     2               3              2
## 966                 29                     2               2             27
## 967                  5                     3               1              5
## 968                 10                     2               3             10
## 969                 32                     3               3              2
## 970                  5                     2               3              3
## 971                  7                     5               3              7
## 972                 10                     2               1              9
## 973                  5                     2               2              4
## 974                  1                     0               4              1
## 975                  5                     6               3              4
## 976                  4                     3               2              4
## 977                 19                     0               3              2
## 978                  6                     2               3              5
## 979                 17                     2               3             17
## 980                 23                     2               4              1
## 981                  6                     5               3              5
## 982                 15                     3               3              3
## 983                  6                     3               2              2
## 984                  5                     2               3              4
## 985                  8                     2               2              6
## 986                  8                     2               3              4
## 987                  1                     5               3              0
## 988                  7                     3               2              4
## 989                 21                     2               3             21
## 990                  3                     5               3              2
## 991                 13                     2               3              5
## 992                  5                     1               3              5
## 993                 12                     2               1             11
## 994                  5                     2               3              0
## 995                  6                     1               3              5
## 996                 16                     3               3             16
## 997                  3                     0               2              2
## 998                 29                     3               2             20
## 999                 12                     2               3             10
## 1000                 1                     2               1              1
## 1001                16                     2               3              4
## 1002                 5                     3               3              0
## 1003                10                     4               2              9
## 1004                20                     2               3              5
## 1005                10                     3               2              8
## 1006                 9                     3               2              4
## 1007                 2                     3               3              2
## 1008                10                     2               3              2
## 1009                26                     6               3              7
## 1010                13                     3               1              7
## 1011                17                     5               3              1
## 1012                12                     3               3              1
## 1013                13                     2               3             13
## 1014                11                     3               2              7
## 1015                 9                     5               2              6
## 1016                 8                     0               3              6
## 1017                10                     4               3              9
## 1018                10                     3               3             10
## 1019                12                     2               3             10
## 1020                 0                     2               3              0
## 1021                 9                     3               4              8
## 1022                 7                     6               3              1
## 1023                 7                     2               3              2
## 1024                25                     3               2             23
## 1025                21                     2               2              7
## 1026                21                     3               2              6
## 1027                 9                     1               3              2
## 1028                 5                     3               3              5
## 1029                 4                     3               3              2
## 1030                24                     1               3             20
## 1031                 4                     3               2              3
## 1032                10                     5               3              9
## 1033                 9                     3               3              9
## 1034                 1                     3               2              1
## 1035                11                     2               4              8
## 1036                 1                     5               3              1
## 1037                 6                     5               2              6
## 1038                16                     1               4              9
## 1039                 9                     3               3              4
## 1040                11                     3               2              8
## 1041                 6                     2               4              5
## 1042                 6                     1               3              3
## 1043                10                     2               3              9
## 1044                18                     1               2             18
## 1045                 5                     3               2              5
## 1046                 1                     2               3              1
## 1047                 7                     2               3              5
## 1048                12                     2               3             10
## 1049                 8                     2               3              8
## 1050                 7                     2               2              2
## 1051                34                     4               3             33
## 1052                 8                     2               3              8
## 1053                 8                     3               3              5
## 1054                 6                     2               3              2
## 1055                 6                     0               2              4
## 1056                 6                     5               3              2
## 1057                 6                     1               3              2
## 1058                22                     3               3             17
## 1059                19                     4               2             10
## 1060                 6                     2               1              5
## 1061                13                     2               2             12
## 1062                 9                     3               3              9
## 1063                15                     2               1             13
## 1064                 3                     2               3              3
## 1065                12                     2               3              5
## 1066                 5                     2               4              4
## 1067                20                     2               3              5
## 1068                33                     5               1             29
## 1069                 5                     2               3              4
## 1070                 4                     2               3              2
## 1071                 5                     4               3              1
## 1072                13                     5               1             13
## 1073                 2                     2               3              2
## 1074                10                     3               3              7
## 1075                 6                     3               3              0
## 1076                28                     2               3             26
## 1077                26                     3               2             14
## 1078                10                     2               3             10
## 1079                10                     2               3              8
## 1080                19                     3               3              5
## 1081                 8                     2               3              2
## 1082                 4                     5               3              4
## 1083                 1                     3               2              1
## 1084                15                     2               3             11
## 1085                10                     2               3              9
## 1086                20                     2               3             18
## 1087                 6                     3               3              5
## 1088                 6                     0               1              1
## 1089                 6                     4               3              5
## 1090                 6                     3               3              6
## 1091                 7                     2               3              7
## 1092                15                     4               2             15
## 1093                10                     1               3             10
## 1094                 7                     2               4              5
## 1095                 6                     2               3              6
## 1096                 8                     2               2              6
## 1097                17                     2               2              3
## 1098                 6                     0               2              4
## 1099                 8                     4               3              8
## 1100                10                     4               1             10
## 1101                21                     2               3             20
## 1102                 8                     5               3              5
## 1103                13                     0               3              8
## 1104                35                     3               3              5
## 1105                 8                     6               3              6
## 1106                 8                     2               2              7
## 1107                 9                     3               2              9
## 1108                10                     1               4              2
## 1109                 7                     2               3              7
## 1110                 6                     2               1              5
## 1111                15                     5               3             14
## 1112                14                     1               1              6
## 1113                15                     2               4              7
## 1114                18                     4               3              4
## 1115                25                     3               3             17
## 1116                 8                     2               2              7
## 1117                18                     2               2              1
## 1118                10                     6               3              9
## 1119                24                     3               3              6
## 1120                 8                     3               3              8
## 1121                20                     3               3              3
## 1122                27                     3               2              5
## 1123                10                     6               3             10
## 1124                22                     1               3             20
## 1125                 2                     5               2              1
## 1126                 1                     5               4              0
## 1127                 6                     4               3              6
## 1128                 9                     3               3              5
## 1129                22                     2               3             22
## 1130                 4                     3               2              4
## 1131                 9                     3               3              2
## 1132                21                     4               3             19
## 1133                10                     4               3             10
## 1134                 4                     3               3              4
## 1135                10                     2               4              5
## 1136                 6                     2               3              5
## 1137                17                     3               3              5
## 1138                10                     2               3              9
## 1139                17                     6               2             16
## 1140                14                     3               3             14
## 1141                10                     2               3              9
## 1142                10                     2               3              9
## 1143                27                     3               3             15
## 1144                 4                     3               3              4
## 1145                14                     3               3             10
## 1146                 8                     3               3              5
## 1147                 6                     3               4              4
## 1148                 4                     0               2              2
## 1149                 3                     5               3              3
## 1150                11                     3               3             11
## 1151                 4                     2               3              4
## 1152                 8                     3               3              6
## 1153                20                     4               2              4
## 1154                 1                     4               2              1
## 1155                16                     2               2             15
## 1156                21                     6               3              7
## 1157                 5                     3               3              3
## 1158                15                     2               3              1
## 1159                 4                     0               3              4
## 1160                 7                     0               3              3
## 1161                 6                     4               3              6
## 1162                10                     4               4              1
## 1163                11                     3               4             11
## 1164                12                     3               4              6
## 1165                 8                     2               3              8
## 1166                 2                     2               3              2
## 1167                14                     6               3             11
## 1168                 6                     6               3              5
## 1169                 6                     5               2              5
## 1170                 8                     3               2              8
##      YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1                     2                       0         8.390041
## 2                     7                       4         9.884610
## 3                     2                       2         9.144414
## 4                    10                       5         9.251674
## 5                     3                       1         8.232174
## 6                     7                       1         9.081711
## 7                     2                       0         7.662468
## 8                     0                       0         8.808967
## 9                     1                       0         7.705262
## 10                    2                       7         8.529714
## 11                   12                       6         9.872616
## 12                    2                       2         7.903227
## 13                    5                       1         9.232200
## 14                    0                       0         7.814400
## 15                    6                       5         8.138273
## 16                    8                       0         8.843904
## 17                    7                       6         8.813587
## 18                    0                       0         8.567506
## 19                    0                       1         7.983440
## 20                    0                       2         8.523772
## 21                    2                       0         9.087834
## 22                    2                       2         9.002085
## 23                    7                       4         8.644530
## 24                    2                       0         8.581482
## 25                    0                       1         8.846353
## 26                    9                       3         9.809891
## 27                    8                       7         9.202711
## 28                    2                       0         9.014812
## 29                    2                       2         9.254166
## 30                    3                       1         8.356555
## 31                    7                       0         8.448486
## 32                   11                       2         7.614805
## 33                    7                       7         9.733411
## 34                    0                       1         7.722235
## 35                    0                       0         9.177714
## 36                    1                       0         7.935230
## 37                   12                       6         9.240482
## 38                    2                       2         8.721602
## 39                    3                       7         9.889236
## 40                    2                       2         7.934155
## 41                    9                      14         9.698368
## 42                    7                       3         8.799662
## 43                    2                       2         7.858254
## 44                    0                       0         9.883948
## 45                    0                       0         7.109062
## 46                    9                       5         8.208764
## 47                    0                       0         8.815073
## 48                    7                       2         9.075665
## 49                    0                       0         7.537963
## 50                    2                       2         7.612831
## 51                    0                       0         7.870548
## 52                    8                       1         9.888425
## 53                    5                       7         7.606387
## 54                    7                       0         8.399985
## 55                    7                       1         8.394800
## 56                    3                       0         7.735870
## 57                    2                       2         7.922624
## 58                    9                       1         8.460199
## 59                    2                       0         9.518046
## 60                    0                       1         7.019297
## 61                    7                       3         9.242323
## 62                    7                       1         8.867005
## 63                    2                       1         8.028455
## 64                    0                       0         7.322510
## 65                    0                       0         7.700748
## 66                    2                       0         8.101072
## 67                   11                      11         8.801770
## 68                    2                       1         7.881182
## 69                    2                       1         7.693482
## 70                   12                       5         7.656810
## 71                    3                       1         7.930925
## 72                    4                       1         9.043459
## 73                    0                       0         8.685416
## 74                    0                       0         8.469263
## 75                    7                       7         9.041448
## 76                    8                       3         8.296796
## 77                    9                       8         8.865453
## 78                    0                       0         9.773777
## 79                    7                      12         9.089866
## 80                    0                       0         7.029088
## 81                    0                       0         8.471568
## 82                    7                       0         8.836810
## 83                    3                       7         8.579417
## 84                    7                       6         8.695172
## 85                   14                       5         8.596004
## 86                    3                       4         9.527047
## 87                    7                       1         8.509161
## 88                    2                       0         8.227643
## 89                    8                       1         9.074062
## 90                    2                       2         9.849401
## 91                    0                       0         7.439559
## 92                    8                       3         8.900549
## 93                    0                       0         7.644919
## 94                    2                       0         8.722906
## 95                    4                       4         9.899781
## 96                   16                      11         8.498418
## 97                   12                       5         9.717519
## 98                    0                       0         8.549273
## 99                    2                       0         8.064636
## 100                   4                       0         8.099858
## 101                   0                       1         7.649216
## 102                   7                       9         9.286653
## 103                   2                       1         8.785387
## 104                   2                       0         7.944137
## 105                   8                       8         9.717037
## 106                   7                       0         8.393895
## 107                   7                       0         8.370779
## 108                   9                       1         9.885120
## 109                   7                       3         9.096724
## 110                   2                       1         7.799343
## 111                   1                       0         7.902118
## 112                   8                       7         9.746775
## 113                   6                       4         9.253879
## 114                   0                       0         8.535622
## 115                   7                       1         9.101195
## 116                   0                       0         8.941415
## 117                   3                       1         8.507143
## 118                   3                       0         8.300280
## 119                   8                       1         7.804251
## 120                  11                       4         8.807921
## 121                   7                       0         9.368455
## 122                   2                       1         7.774856
## 123                   4                       0         9.283684
## 124                   7                       0         8.301025
## 125                   7                       0         8.423761
## 126                   8                       0         8.557183
## 127                   2                       6         8.273592
## 128                   8                       3         8.683724
## 129                   7                       1         8.314097
## 130                  17                       2         9.489864
## 131                   0                       0         8.339740
## 132                   1                       0         8.413387
## 133                   5                       0         8.416931
## 134                   4                       1         8.574518
## 135                   7                       0         8.567316
## 136                   7                       3         8.353261
## 137                   0                       0         7.748891
## 138                   7                       0         9.281637
## 139                   2                       2         7.784889
## 140                   3                       1         8.913012
## 141                  16                      15         9.503159
## 142                   2                       2         7.771489
## 143                   7                       0         9.291459
## 144                   4                       0         8.779865
## 145                  11                      11         8.760453
## 146                   3                       0         8.444407
## 147                   7                       1         7.921536
## 148                   2                       2         8.762802
## 149                   3                       1         8.187855
## 150                   3                       0         8.492286
## 151                   1                       1         8.350666
## 152                   7                       0         8.593413
## 153                   8                       4         8.609590
## 154                   2                       1         8.834919
## 155                   0                       1         7.604894
## 156                   2                       2         8.462948
## 157                   8                       5         8.644178
## 158                   7                      11         9.406647
## 159                   7                       0         9.289152
## 160                   0                       0         9.487290
## 161                   8                       3         8.542081
## 162                   7                       1         9.073604
## 163                   0                       1         8.868413
## 164                   2                       0         8.786457
## 165                   9                       6         8.989694
## 166                   2                       0         7.622664
## 167                   2                       1         9.705829
## 168                   1                       0         9.691778
## 169                   9                       6         8.626406
## 170                   5                       1         7.829630
## 171                   7                       7         8.576217
## 172                   7                       1         8.606485
## 173                   2                       1         9.261699
## 174                   8                       0         9.033603
## 175                  13                      15         9.605890
## 176                   2                       2         7.635304
## 177                   2                       1         9.896413
## 178                   2                       1         7.621685
## 179                   8                       3         9.104758
## 180                   3                       0         9.069468
## 181                   7                       6         9.237372
## 182                   7                       1         8.838262
## 183                   2                       1         8.463581
## 184                   0                       2         9.033126
## 185                   3                       0         8.230844
## 186                   2                       0         7.635304
## 187                   7                       0         8.557567
## 188                   2                       1         9.678592
## 189                   4                       1         9.859745
## 190                   4                       0         8.347827
## 191                   8                       1         8.661294
## 192                   2                       2         9.173365
## 193                   7                       0         8.478452
## 194                   7                       6         8.306719
## 195                   3                       1         8.269757
## 196                   0                       0         7.909489
## 197                   2                       0         7.637716
## 198                   8                       2         9.481893
## 199                   6                       5         9.234838
## 200                   0                       0         7.662468
## 201                   0                       0         9.487517
## 202                   4                       0         8.735525
## 203                  13                       6         8.726157
## 204                   7                       3         7.703459
## 205                   3                       1         8.276649
## 206                   7                       7         7.847372
## 207                   3                       1         8.584104
## 208                   0                       0         8.805825
## 209                   2                       2         8.072155
## 210                   7                       0         9.010547
## 211                   7                       0         9.515617
## 212                   0                       0         9.814820
## 213                   0                       0         8.451053
## 214                   3                       0         8.709795
## 215                   2                       1         7.623153
## 216                   1                       1         7.760041
## 217                   0                       0         9.192584
## 218                  17                       4         9.751152
## 219                   4                       0         7.875499
## 220                   5                       2         7.963808
## 221                   5                       1         8.744169
## 222                   1                       0         8.363109
## 223                   5                       1         8.588211
## 224                   0                       0         7.354362
## 225                   2                       0         8.470311
## 226                   8                       1         8.228978
## 227                   0                       0         7.576097
## 228                   2                       2         7.752765
## 229                   2                       0         8.516993
## 230                  11                       2         9.544381
## 231                   7                       3         8.660427
## 232                   2                       2         7.607878
## 233                   5                      14         9.467769
## 234                   2                       0         8.689464
## 235                  12                       4         9.738554
## 236                   1                      11         9.269458
## 237                   6                       4         9.845858
## 238                   4                       0         8.751791
## 239                   0                       1         7.690286
## 240                  11                       1         9.493186
## 241                   9                       5         8.910046
## 242                   0                       0         9.801510
## 243                   4                       0         7.902118
## 244                   2                       2         8.389360
## 245                   7                       1         8.528331
## 246                   3                       0         7.836765
## 247                   9                       4         8.873888
## 248                   2                       2         7.727094
## 249                   2                       3         8.606485
## 250                  16                      11         9.716857
## 251                   1                       0         7.604894
## 252                   7                       0         8.532870
## 253                   0                       0         7.729296
## 254                   0                       0         7.991592
## 255                   8                       4         9.529303
## 256                   2                       1         7.798933
## 257                   2                       2         7.933438
## 258                   2                       0         8.471987
## 259                   3                       1         9.181220
## 260                   2                       0         8.288283
## 261                   0                       0         7.932003
## 262                   7                       0         7.767264
## 263                   4                       0         7.798113
## 264                   1                       0         7.676474
## 265                   3                       1         7.928046
## 266                   4                       0         7.793999
## 267                   8                       6         9.741380
## 268                   0                       0         7.239215
## 269                   7                       2         8.694167
## 270                   2                       0         9.206031
## 271                   7                       5         8.547528
## 272                   8                       7         8.600247
## 273                   8                       5         8.171882
## 274                   2                       0         8.638880
## 275                  15                       2         9.837455
## 276                   2                       4         9.900633
## 277                   1                       1         7.716015
## 278                   7                       1         7.805882
## 279                   4                       0         8.655911
## 280                   2                       1         8.302762
## 281                   9                       8         8.967887
## 282                  13                       2         8.459776
## 283                   3                       0         8.781555
## 284                   7                       1         8.928905
## 285                   6                       5         7.952967
## 286                  14                       5         8.557759
## 287                   0                       0         7.812783
## 288                   2                       1         7.886457
## 289                   7                       2         9.183791
## 290                   2                       0         7.852439
## 291                   3                       0         7.727535
## 292                   8                       0         8.643650
## 293                   7                       0         7.731492
## 294                   8                       5         9.389072
## 295                   7                       7         9.707290
## 296                   2                       2         7.886081
## 297                   9                       1         9.163982
## 298                   7                       0         8.711773
## 299                   2                       1         7.749753
## 300                   2                       2         8.150179
## 301                   8                       5         8.783243
## 302                   8                       1         9.112617
## 303                   2                       1         8.171034
## 304                   7                       0         8.536604
## 305                   0                       0         7.815611
## 306                   2                       3         8.058960
## 307                   0                       0         7.774856
## 308                   0                       0         7.999343
## 309                   7                       6         8.761707
## 310                   2                       1         8.486940
## 311                   2                       2         8.609590
## 312                   6                       5         9.490771
## 313                   2                       7         8.314832
## 314                   0                       0         8.721276
## 315                   2                       2         8.595080
## 316                   0                       0         8.333991
## 317                   3                       1         7.710205
## 318                   3                       1         8.437500
## 319                   4                       1         8.719317
## 320                   0                       0         8.004366
## 321                   0                       0         7.754482
## 322                   9                       8         7.897668
## 323                   4                       0         8.232440
## 324                  13                       1         8.437067
## 325                   6                      11         9.452659
## 326                   1                       0         7.748460
## 327                   7                       1         9.854770
## 328                   3                       1         8.596004
## 329                  11                       0         7.665285
## 330                   7                       0         9.729075
## 331                   7                       0         9.640758
## 332                   8                       9         9.249561
## 333                   3                       2         7.758761
## 334                   7                       0         8.910856
## 335                   2                       2         9.843950
## 336                   7                       3         8.413609
## 337                   2                       0         8.510773
## 338                   2                       0         8.956222
## 339                   0                       0         8.461258
## 340                   0                       0         7.758333
## 341                   1                       0         8.137103
## 342                   2                       2         8.260234
## 343                   2                       1         8.870523
## 344                   0                       0         7.641564
## 345                   3                       0         8.322394
## 346                   8                      11         9.498597
## 347                   2                       0         8.302266
## 348                   5                       1         8.763584
## 349                   0                       0         7.736307
## 350                   7                       1         9.314971
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## 871                   7                       7               NA
## 872                   2                       0               NA
## 873                   7                       3               NA
## 874                   4                       0               NA
## 875                   7                       0               NA
## 876                   0                       0               NA
## 877                   7                       0               NA
## 878                   2                       2               NA
## 879                   7                       0               NA
## 880                   2                       0               NA
## 881                   7                       4               NA
## 882                   2                       0               NA
## 883                   0                       1               NA
## 884                   2                       1               NA
## 885                   0                       0               NA
## 886                   2                       0               NA
## 887                   0                       1               NA
## 888                   0                       0               NA
## 889                   7                       1               NA
## 890                   4                       1               NA
## 891                   8                       8               NA
## 892                   2                       1               NA
## 893                   8                       4               NA
## 894                   5                       0               NA
## 895                   7                       0               NA
## 896                   8                       4               NA
## 897                   0                       0               NA
## 898                   8                       2               NA
## 899                   8                       9               NA
## 900                   2                       2               NA
## 901                   2                       2               NA
## 902                   0                       0               NA
## 903                   7                       7               NA
## 904                   0                       0               NA
## 905                   3                       1               NA
## 906                   2                       0               NA
## 907                   9                       9               NA
## 908                   2                       0               NA
## 909                   2                       2               NA
## 910                   0                       0               NA
## 911                   7                       0               NA
## 912                   2                       1               NA
## 913                   3                       0               NA
## 914                  10                       5               NA
## 915                   2                       2               NA
## 916                   3                       1               NA
## 917                   2                       1               NA
## 918                   3                       1               NA
## 919                   0                       0               NA
## 920                   0                       0               NA
## 921                   2                       1               NA
## 922                   0                       0               NA
## 923                   0                       0               NA
## 924                   3                       0               NA
## 925                   8                       4               NA
## 926                   7                       1               NA
## 927                   7                       0               NA
## 928                  16                       1               NA
## 929                   0                       0               NA
## 930                   7                       3               NA
## 931                  14                       0               NA
## 932                   7                       7               NA
## 933                   7                       0               NA
## 934                   0                       0               NA
## 935                   0                       0               NA
## 936                   0                       0               NA
## 937                   2                       0               NA
## 938                   2                       0               NA
## 939                   7                       1               NA
## 940                   0                       0               NA
## 941                   4                       1               NA
## 942                   6                       7               NA
## 943                  16                       7               NA
## 944                   2                       2               NA
## 945                   0                       0               NA
## 946                   4                       1               NA
## 947                   0                       1               NA
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## 909                      2
## 910                      2
## 911                      2
## 912                      1
## 913                      2
## 914                      2
## 915                      2
## 916                      2
## 917                      2
## 918                      2
## 919                      2
## 920                      2
## 921                      2
## 922                      2
## 923                      2
## 924                      3
## 925                      2
## 926                      2
## 927                      2
## 928                      2
## 929                      3
## 930                      1
## 931                      3
## 932                      2
## 933                      2
## 934                      1
## 935                      2
## 936                      1
## 937                      2
## 938                      1
## 939                      2
## 940                      2
## 941                      2
## 942                      2
## 943                      2
## 944                      2
## 945                      2
## 946                      1
## 947                      2
## 948                      2
## 949                      1
## 950                      1
## 951                      3
## 952                      2
## 953                      2
## 954                      1
## 955                      3
## 956                      2
## 957                      2
## 958                      3
## 959                      2
## 960                      2
## 961                      2
## 962                      2
## 963                      1
## 964                      2
## 965                      2
## 966                      2
## 967                      2
## 968                      2
## 969                      1
## 970                      2
## 971                      2
## 972                      2
## 973                      1
## 974                      2
## 975                      2
## 976                      2
## 977                      2
## 978                      2
## 979                      2
## 980                      2
## 981                      2
## 982                      2
## 983                      2
## 984                      2
## 985                      2
## 986                      1
## 987                      1
## 988                      2
## 989                      1
## 990                      2
## 991                      2
## 992                      2
## 993                      2
## 994                      1
## 995                      3
## 996                      2
## 997                      1
## 998                      2
## 999                      2
## 1000                     2
## 1001                     2
## 1002                     1
## 1003                     2
## 1004                     2
## 1005                     2
## 1006                     2
## 1007                     2
## 1008                     2
## 1009                     2
## 1010                     2
## 1011                     1
## 1012                     2
## 1013                     2
## 1014                     1
## 1015                     1
## 1016                     2
## 1017                     2
## 1018                     2
## 1019                     2
## 1020                     3
## 1021                     2
## 1022                     3
## 1023                     2
## 1024                     3
## 1025                     1
## 1026                     3
## 1027                     2
## 1028                     2
## 1029                     2
## 1030                     2
## 1031                     2
## 1032                     2
## 1033                     2
## 1034                     2
## 1035                     3
## 1036                     2
## 1037                     2
## 1038                     2
## 1039                     2
## 1040                     2
## 1041                     1
## 1042                     2
## 1043                     2
## 1044                     2
## 1045                     3
## 1046                     1
## 1047                     2
## 1048                     1
## 1049                     2
## 1050                     2
## 1051                     2
## 1052                     1
## 1053                     2
## 1054                     2
## 1055                     1
## 1056                     2
## 1057                     1
## 1058                     2
## 1059                     2
## 1060                     2
## 1061                     2
## 1062                     1
## 1063                     1
## 1064                     2
## 1065                     3
## 1066                     2
## 1067                     2
## 1068                     2
## 1069                     1
## 1070                     2
## 1071                     2
## 1072                     2
## 1073                     2
## 1074                     2
## 1075                     2
## 1076                     2
## 1077                     2
## 1078                     2
## 1079                     2
## 1080                     1
## 1081                     2
## 1082                     2
## 1083                     1
## 1084                     2
## 1085                     1
## 1086                     1
## 1087                     2
## 1088                     2
## 1089                     2
## 1090                     2
## 1091                     2
## 1092                     3
## 1093                     1
## 1094                     2
## 1095                     3
## 1096                     2
## 1097                     2
## 1098                     1
## 1099                     2
## 1100                     2
## 1101                     2
## 1102                     2
## 1103                     3
## 1104                     2
## 1105                     2
## 1106                     1
## 1107                     2
## 1108                     2
## 1109                     1
## 1110                     2
## 1111                     3
## 1112                     2
## 1113                     2
## 1114                     1
## 1115                     2
## 1116                     1
## 1117                     2
## 1118                     3
## 1119                     2
## 1120                     2
## 1121                     2
## 1122                     3
## 1123                     1
## 1124                     3
## 1125                     2
## 1126                     1
## 1127                     1
## 1128                     2
## 1129                     2
## 1130                     2
## 1131                     1
## 1132                     2
## 1133                     2
## 1134                     1
## 1135                     2
## 1136                     2
## 1137                     2
## 1138                     1
## 1139                     2
## 1140                     2
## 1141                     2
## 1142                     2
## 1143                     2
## 1144                     2
## 1145                     1
## 1146                     2
## 1147                     2
## 1148                     2
## 1149                     2
## 1150                     2
## 1151                     1
## 1152                     1
## 1153                     1
## 1154                     2
## 1155                     2
## 1156                     2
## 1157                     2
## 1158                     2
## 1159                     2
## 1160                     2
## 1161                     2
## 1162                     2
## 1163                     1
## 1164                     2
## 1165                     1
## 1166                     1
## 1167                     2
## 1168                     2
## 1169                     2
## 1170                     2
columnsForModelSelection = c("Attrition", "JobInvolvement", "JobLevel", "JobSatisfaction", "PerformanceRating", "StockOptionLevel", "TotalWorkingYears", "WorkLifeBalance", "BusinessTravelNumeric")

topPerformingVariablesDataframe = combinedEmployeeDataframe[,columnsForModelSelection]
topPerformingVariablesDataframe
##      Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1           No              3        2               4                 3
## 2           No              2        5               3                 3
## 3           No              3        3               4                 3
## 4           No              3        3               4                 3
## 5           No              3        1               4                 3
## 6           No              3        3               1                 4
## 7           No              4        1               3                 3
## 8           No              2        2               4                 3
## 9           No              3        1               3                 3
## 10          No              2        2               3                 3
## 11          No              2        5               3                 3
## 12          No              3        1               4                 3
## 13          No              3        3               3                 4
## 14          No              3        1               2                 3
## 15          No              3        1               1                 3
## 16          No              3        2               3                 3
## 17          No              3        2               1                 3
## 18          No              3        2               3                 3
## 19          No              4        1               4                 3
## 20          No              4        2               1                 3
## 21          No              2        2               2                 3
## 22          No              4        2               2                 3
## 23          No              3        2               3                 3
## 24          No              3        2               1                 3
## 25          No              2        2               4                 3
## 26          No              3        5               2                 3
## 27          No              3        2               2                 3
## 28         Yes              3        2               1                 3
## 29         Yes              3        3               1                 3
## 30          No              3        1               4                 3
## 31          No              1        2               4                 3
## 32          No              4        1               2                 3
## 33          No              1        4               2                 3
## 34          No              2        1               3                 3
## 35          No              2        2               4                 4
## 36          No              4        1               2                 4
## 37         Yes              2        3               1                 3
## 38         Yes              2        2               1                 3
## 39          No              3        5               2                 3
## 40          No              4        1               4                 3
## 41          No              3        4               2                 4
## 42          No              1        2               3                 3
## 43          No              3        1               1                 3
## 44          No              2        5               4                 4
## 45          No              3        1               3                 4
## 46          No              3        1               4                 3
## 47         Yes              1        2               2                 3
## 48          No              2        3               3                 3
## 49         Yes              3        1               2                 3
## 50          No              3        1               2                 3
## 51          No              3        1               1                 3
## 52          No              3        5               1                 4
## 53          No              4        1               4                 3
## 54          No              3        2               2                 3
## 55          No              3        2               4                 4
## 56          No              3        1               1                 4
## 57         Yes              4        1               3                 3
## 58          No              3        1               1                 3
## 59          No              3        3               4                 3
## 60         Yes              1        1               4                 3
## 61         Yes              2        3               4                 3
## 62          No              3        3               3                 3
## 63          No              3        1               3                 3
## 64          No              3        1               3                 3
## 65         Yes              3        1               2                 3
## 66          No              4        1               2                 3
## 67          No              1        2               4                 3
## 68          No              3        1               4                 3
## 69          No              3        1               1                 3
## 70          No              3        1               4                 3
## 71          No              3        1               4                 4
## 72          No              3        2               1                 3
## 73         Yes              2        2               3                 3
## 74          No              3        1               4                 3
## 75         Yes              3        3               2                 3
## 76          No              3        2               4                 4
## 77          No              2        3               3                 3
## 78          No              4        4               1                 3
## 79          No              2        3               4                 3
## 80          No              1        1               4                 3
## 81         Yes              1        2               2                 3
## 82          No              3        2               3                 3
## 83          No              2        2               3                 3
## 84          No              4        2               1                 3
## 85          No              3        2               2                 3
## 86          No              2        4               4                 3
## 87          No              3        2               1                 3
## 88         Yes              2        1               2                 4
## 89          No              3        3               3                 3
## 90          No              3        5               1                 3
## 91          No              3        1               4                 4
## 92         Yes              2        3               1                 3
## 93         Yes              2        1               3                 3
## 94          No              3        2               3                 3
## 95          No              3        5               2                 3
## 96          No              3        2               3                 4
## 97          No              3        4               2                 3
## 98          No              2        2               4                 3
## 99          No              3        1               2                 3
## 100         No              2        1               2                 3
## 101         No              3        1               1                 3
## 102         No              3        3               4                 3
## 103         No              3        2               3                 3
## 104         No              4        1               1                 3
## 105         No              4        4               2                 3
## 106         No              4        1               4                 4
## 107         No              3        2               3                 3
## 108         No              4        5               2                 3
## 109        Yes              3        2               2                 4
## 110         No              3        1               1                 3
## 111         No              2        1               3                 3
## 112         No              3        4               4                 3
## 113         No              3        3               2                 3
## 114         No              3        2               1                 3
## 115         No              3        2               1                 3
## 116         No              3        3               2                 3
## 117         No              3        2               4                 3
## 118         No              2        2               2                 3
## 119         No              3        1               3                 3
## 120         No              3        2               4                 3
## 121         No              4        3               1                 3
## 122         No              3        1               1                 3
## 123         No              3        3               1                 3
## 124         No              2        2               4                 4
## 125         No              3        2               4                 3
## 126         No              3        2               4                 3
## 127        Yes              1        1               1                 4
## 128         No              2        2               4                 3
## 129         No              2        2               3                 3
## 130         No              4        4               1                 3
## 131         No              2        2               2                 3
## 132         No              3        2               4                 3
## 133         No              2        2               4                 3
## 134         No              3        2               2                 4
## 135         No              2        2               3                 3
## 136         No              4        2               2                 4
## 137        Yes              2        1               1                 3
## 138         No              3        3               3                 3
## 139        Yes              3        1               1                 4
## 140         No              3        3               4                 3
## 141         No              3        4               2                 3
## 142         No              3        1               3                 3
## 143         No              3        3               3                 3
## 144         No              3        2               4                 3
## 145         No              4        2               3                 4
## 146         No              3        2               3                 3
## 147         No              3        1               2                 3
## 148         No              3        2               1                 3
## 149         No              3        1               2                 4
## 150         No              1        2               1                 4
## 151        Yes              3        2               1                 3
## 152         No              3        2               4                 3
## 153         No              2        2               3                 3
## 154         No              4        2               2                 3
## 155         No              3        1               2                 3
## 156         No              3        2               3                 3
## 157         No              3        2               2                 3
## 158        Yes              3        4               4                 3
## 159         No              3        3               1                 3
## 160         No              3        3               1                 3
## 161         No              2        2               4                 3
## 162        Yes              2        3               1                 3
## 163         No              3        2               3                 3
## 164         No              4        2               1                 3
## 165         No              3        3               2                 3
## 166        Yes              2        1               3                 3
## 167         No              3        4               2                 3
## 168         No              4        4               3                 3
## 169         No              3        2               1                 3
## 170         No              3        1               4                 4
## 171         No              3        2               4                 4
## 172         No              3        2               2                 3
## 173         No              3        3               3                 3
## 174         No              4        3               3                 3
## 175         No              3        4               3                 3
## 176         No              2        1               2                 3
## 177        Yes              3        5               1                 3
## 178        Yes              3        1               1                 3
## 179         No              3        3               4                 3
## 180         No              2        2               4                 4
## 181         No              2        3               2                 3
## 182         No              3        2               1                 3
## 183         No              4        1               3                 3
## 184         No              3        3               2                 3
## 185         No              3        1               3                 3
## 186         No              3        1               4                 4
## 187         No              4        2               3                 3
## 188         No              4        4               2                 3
## 189         No              3        5               2                 3
## 190         No              3        2               3                 3
## 191         No              3        2               4                 3
## 192         No              3        3               1                 3
## 193         No              3        2               3                 3
## 194         No              3        2               4                 3
## 195         No              2        1               4                 3
## 196         No              3        1               4                 3
## 197         No              3        1               4                 4
## 198         No              2        4               2                 3
## 199         No              2        3               4                 3
## 200         No              2        1               2                 4
## 201        Yes              4        4               2                 3
## 202         No              3        2               2                 3
## 203         No              2        2               3                 3
## 204        Yes              1        1               2                 3
## 205         No              3        1               2                 3
## 206         No              3        1               1                 3
## 207        Yes              1        2               3                 3
## 208        Yes              3        2               1                 3
## 209         No              3        1               1                 3
## 210         No              3        3               3                 3
## 211         No              2        4               2                 4
## 212         No              3        5               3                 3
## 213         No              4        1               4                 3
## 214         No              2        2               4                 3
## 215         No              2        1               4                 3
## 216         No              3        1               3                 3
## 217         No              3        2               3                 3
## 218         No              3        4               4                 3
## 219         No              3        1               3                 3
## 220         No              3        1               4                 4
## 221         No              3        2               4                 4
## 222        Yes              3        2               1                 3
## 223         No              3        2               4                 4
## 224         No              2        1               3                 3
## 225         No              3        1               4                 3
## 226         No              3        1               2                 3
## 227         No              3        1               4                 3
## 228         No              4        1               2                 3
## 229         No              3        2               3                 4
## 230         No              2        4               3                 3
## 231         No              2        2               4                 3
## 232         No              3        1               4                 3
## 233        Yes              1        4               3                 3
## 234         No              3        2               1                 3
## 235         No              3        4               4                 3
## 236        Yes              2        3               3                 3
## 237         No              3        5               3                 3
## 238         No              3        2               4                 3
## 239         No              3        1               2                 3
## 240         No              2        3               1                 3
## 241         No              3        3               1                 4
## 242         No              3        5               2                 4
## 243         No              3        1               2                 4
## 244        Yes              2        1               1                 3
## 245         No              2        2               4                 3
## 246         No              2        1               4                 3
## 247         No              3        3               4                 3
## 248         No              2        1               2                 3
## 249         No              3        2               4                 3
## 250         No              3        4               1                 3
## 251         No              2        1               3                 3
## 252         No              3        2               4                 3
## 253         No              2        1               3                 3
## 254        Yes              4        1               1                 3
## 255         No              2        3               2                 3
## 256         No              3        1               3                 3
## 257         No              3        1               2                 3
## 258         No              3        2               1                 3
## 259         No              3        3               4                 3
## 260         No              3        1               3                 3
## 261        Yes              2        1               4                 3
## 262        Yes              2        1               1                 3
## 263        Yes              3        1               4                 3
## 264         No              3        1               4                 3
## 265         No              3        1               3                 3
## 266         No              4        1               2                 3
## 267         No              3        4               1                 3
## 268        Yes              3        1               2                 3
## 269         No              3        2               3                 4
## 270         No              3        2               1                 3
## 271         No              3        2               3                 4
## 272         No              3        2               2                 3
## 273         No              2        2               3                 4
## 274         No              2        2               1                 3
## 275         No              4        5               2                 3
## 276         No              3        5               1                 3
## 277         No              3        1               2                 3
## 278         No              3        1               4                 3
## 279        Yes              2        2               3                 3
## 280         No              3        2               3                 3
## 281         No              3        2               4                 3
## 282         No              3        1               1                 3
## 283         No              3        2               4                 3
## 284         No              3        2               4                 3
## 285         No              4        1               3                 3
## 286         No              3        2               3                 3
## 287        Yes              3        1               2                 4
## 288         No              3        1               4                 3
## 289         No              3        3               4                 3
## 290         No              3        1               4                 3
## 291         No              3        1               4                 3
## 292         No              3        2               2                 3
## 293         No              3        1               2                 3
## 294         No              3        3               2                 3
## 295         No              3        4               4                 4
## 296         No              3        1               3                 3
## 297         No              2        2               3                 3
## 298        Yes              1        2               3                 4
## 299        Yes              2        1               1                 4
## 300        Yes              1        1               4                 3
## 301         No              3        2               2                 3
## 302         No              3        3               1                 4
## 303         No              2        1               2                 3
## 304         No              3        2               3                 3
## 305        Yes              3        1               3                 4
## 306         No              2        1               4                 3
## 307         No              3        1               4                 3
## 308         No              2        1               4                 3
## 309         No              3        2               2                 3
## 310         No              4        2               2                 4
## 311         No              3        2               4                 3
## 312         No              3        4               3                 3
## 313        Yes              3        1               3                 3
## 314         No              2        2               3                 3
## 315         No              3        2               1                 3
## 316         No              3        2               4                 3
## 317         No              3        1               3                 3
## 318         No              2        2               3                 3
## 319         No              2        2               4                 3
## 320         No              4        1               4                 3
## 321         No              2        1               2                 4
## 322         No              3        1               4                 3
## 323         No              2        1               4                 3
## 324         No              2        2               1                 4
## 325         No              2        4               4                 3
## 326         No              3        1               3                 3
## 327         No              3        5               4                 3
## 328         No              3        2               1                 3
## 329         No              2        2               2                 3
## 330         No              3        4               1                 3
## 331         No              3        4               3                 3
## 332        Yes              1        3               4                 3
## 333        Yes              3        1               2                 3
## 334         No              3        3               1                 3
## 335         No              2        5               4                 4
## 336        Yes              2        2               3                 4
## 337         No              3        2               4                 3
## 338         No              3        2               4                 3
## 339        Yes              3        2               3                 3
## 340         No              3        1               1                 3
## 341         No              2        1               1                 3
## 342         No              2        1               4                 3
## 343         No              2        3               4                 3
## 344         No              3        1               3                 4
## 345         No              3        2               1                 3
## 346         No              3        4               1                 3
## 347         No              3        2               3                 3
## 348         No              3        2               2                 4
## 349         No              1        1               3                 3
## 350         No              3        4               4                 3
## 351         No              3        3               1                 3
## 352         No              4        2               4                 3
## 353         No              2        2               4                 3
## 354         No              3        2               4                 3
## 355         No              3        3               3                 3
## 356         No              1        2               1                 3
## 357         No              2        1               2                 3
## 358        Yes              2        1               2                 3
## 359         No              3        2               4                 4
## 360         No              3        1               4                 3
## 361         No              2        5               3                 3
## 362        Yes              4        1               1                 3
## 363        Yes              1        5               4                 3
## 364         No              3        5               3                 3
## 365         No              1        5               3                 3
## 366         No              4        4               1                 3
## 367         No              3        2               2                 3
## 368         No              3        2               1                 3
## 369         No              4        1               3                 3
## 370         No              4        2               4                 3
## 371         No              3        2               1                 3
## 372         No              3        3               1                 3
## 373         No              3        3               1                 3
## 374         No              3        1               2                 3
## 375         No              3        1               1                 3
## 376         No              1        4               4                 3
## 377        Yes              4        1               1                 3
## 378         No              3        2               4                 3
## 379         No              1        1               4                 3
## 380        Yes              3        1               3                 3
## 381         No              3        5               3                 3
## 382         No              3        1               3                 4
## 383         No              3        2               1                 3
## 384         No              3        1               1                 3
## 385        Yes              3        1               3                 3
## 386         No              3        3               1                 3
## 387         No              3        3               3                 3
## 388         No              3        2               4                 3
## 389         No              3        2               4                 3
## 390        Yes              2        1               2                 3
## 391         No              3        2               1                 3
## 392         No              2        2               4                 3
## 393         No              3        1               1                 3
## 394         No              2        3               1                 3
## 395         No              3        1               4                 3
## 396         No              3        1               4                 3
## 397         No              3        4               3                 3
## 398        Yes              3        1               3                 3
## 399         No              3        2               3                 4
## 400         No              3        3               3                 3
## 401         No              1        2               4                 4
## 402         No              3        2               3                 3
## 403         No              3        1               3                 3
## 404         No              3        3               1                 3
## 405         No              2        1               1                 3
## 406         No              2        4               4                 3
## 407         No              2        2               4                 3
## 408         No              1        1               3                 3
## 409         No              2        4               4                 3
## 410         No              3        4               1                 4
## 411         No              2        1               1                 4
## 412         No              3        3               3                 3
## 413         No              3        1               2                 4
## 414         No              3        2               4                 3
## 415        Yes              1        1               3                 3
## 416         No              3        2               4                 3
## 417         No              3        1               4                 3
## 418         No              4        1               4                 3
## 419         No              2        2               4                 3
## 420         No              2        3               3                 3
## 421         No              3        2               2                 3
## 422         No              3        2               3                 3
## 423        Yes              1        2               3                 3
## 424         No              3        1               4                 3
## 425         No              2        2               1                 3
## 426         No              2        3               4                 3
## 427         No              3        1               3                 3
## 428         No              2        1               3                 3
## 429        Yes              2        1               3                 3
## 430         No              2        2               1                 3
## 431         No              3        2               3                 3
## 432         No              3        1               3                 3
## 433        Yes              2        2               1                 4
## 434         No              2        1               1                 3
## 435         No              2        3               2                 3
## 436         No              3        2               2                 3
## 437        Yes              3        1               3                 3
## 438         No              3        1               1                 3
## 439        Yes              2        1               3                 3
## 440         No              4        2               4                 3
## 441         No              3        2               3                 3
## 442         No              3        1               3                 3
## 443        Yes              3        1               3                 3
## 444         No              3        1               4                 3
## 445         No              3        5               4                 3
## 446         No              3        1               4                 3
## 447         No              3        2               4                 3
## 448         No              4        2               1                 3
## 449         No              3        2               4                 3
## 450         No              2        2               1                 3
## 451         No              3        2               4                 3
## 452         No              3        1               2                 3
## 453        Yes              3        2               4                 3
## 454         No              3        2               3                 3
## 455         No              2        4               1                 3
## 456         No              3        5               2                 3
## 457         No              3        2               4                 3
## 458         No              3        2               4                 4
## 459         No              3        1               1                 4
## 460         No              2        2               4                 3
## 461         No              3        1               3                 3
## 462         No              3        1               2                 3
## 463         No              3        3               4                 3
## 464         No              3        2               4                 4
## 465        Yes              2        1               3                 3
## 466         No              3        1               4                 3
## 467         No              3        1               4                 4
## 468         No              4        1               4                 3
## 469        Yes              1        2               1                 3
## 470         No              4        2               1                 3
## 471         No              3        1               2                 3
## 472        Yes              2        1               4                 4
## 473         No              3        3               1                 3
## 474         No              3        1               4                 3
## 475         No              3        1               3                 3
## 476         No              3        2               4                 4
## 477         No              2        2               3                 3
## 478         No              3        2               3                 3
## 479         No              3        1               1                 3
## 480         No              4        3               4                 4
## 481         No              3        2               1                 3
## 482         No              3        1               4                 3
## 483         No              2        2               4                 3
## 484         No              3        1               1                 3
## 485        Yes              3        3               4                 3
## 486        Yes              3        2               4                 3
## 487        Yes              3        1               4                 3
## 488         No              3        1               3                 3
## 489        Yes              2        3               3                 3
## 490         No              3        2               3                 3
## 491         No              3        5               1                 3
## 492         No              3        4               1                 3
## 493         No              2        2               3                 3
## 494         No              2        3               2                 3
## 495         No              2        2               3                 3
## 496         No              3        4               3                 3
## 497         No              3        1               4                 4
## 498         No              3        1               4                 3
## 499         No              3        2               3                 3
## 500         No              1        2               3                 3
## 501        Yes              2        3               1                 3
## 502        Yes              2        1               3                 3
## 503        Yes              3        1               3                 3
## 504         No              4        3               1                 3
## 505         No              3        4               3                 3
## 506         No              2        2               2                 3
## 507        Yes              3        1               3                 3
## 508         No              3        3               2                 3
## 509         No              3        1               4                 3
## 510        Yes              3        5               3                 3
## 511         No              3        2               4                 3
## 512         No              3        3               3                 4
## 513         No              3        1               3                 3
## 514         No              3        3               4                 3
## 515         No              3        1               4                 4
## 516         No              1        2               2                 3
## 517        Yes              2        1               2                 3
## 518         No              3        1               2                 4
## 519         No              2        2               4                 3
## 520        Yes              3        1               4                 3
## 521         No              2        1               4                 3
## 522        Yes              3        1               2                 3
## 523         No              3        3               1                 3
## 524         No              2        5               3                 3
## 525         No              2        1               4                 3
## 526         No              2        3               2                 3
## 527         No              3        2               1                 3
## 528         No              3        2               1                 3
## 529         No              2        1               3                 3
## 530        Yes              3        1               2                 3
## 531         No              2        3               3                 3
## 532         No              3        2               3                 3
## 533         No              4        1               3                 4
## 534         No              3        2               4                 3
## 535        Yes              1        1               1                 3
## 536         No              4        1               4                 3
## 537         No              3        3               2                 3
## 538         No              3        1               3                 3
## 539        Yes              3        1               2                 3
## 540         No              3        2               1                 3
## 541         No              3        2               3                 3
## 542         No              4        1               1                 3
## 543         No              2        1               3                 3
## 544         No              3        2               3                 3
## 545         No              2        1               1                 3
## 546         No              2        1               4                 3
## 547         No              3        3               2                 3
## 548         No              2        2               3                 3
## 549         No              2        3               2                 3
## 550         No              3        1               2                 3
## 551         No              2        5               3                 3
## 552         No              2        1               4                 3
## 553         No              2        2               4                 4
## 554         No              3        1               3                 3
## 555         No              2        2               4                 3
## 556         No              3        2               3                 3
## 557         No              3        2               3                 3
## 558         No              2        1               4                 3
## 559         No              3        2               2                 3
## 560         No              3        2               3                 3
## 561         No              3        1               2                 3
## 562         No              3        4               3                 3
## 563         No              3        1               2                 3
## 564         No              3        3               3                 4
## 565         No              1        1               3                 4
## 566         No              3        1               4                 3
## 567         No              2        2               1                 3
## 568        Yes              2        2               1                 3
## 569         No              2        2               3                 3
## 570         No              3        4               3                 3
## 571         No              3        2               2                 4
## 572        Yes              3        1               4                 3
## 573         No              2        2               4                 3
## 574         No              4        2               3                 4
## 575         No              3        2               2                 4
## 576         No              2        2               3                 3
## 577         No              2        1               1                 3
## 578         No              2        1               3                 3
## 579         No              3        2               3                 3
## 580         No              3        2               4                 3
## 581         No              3        1               4                 3
## 582         No              3        4               4                 3
## 583         No              1        2               4                 3
## 584         No              3        2               2                 4
## 585         No              3        2               4                 3
## 586         No              3        2               4                 3
## 587         No              1        2               4                 3
## 588        Yes              2        1               1                 4
## 589         No              3        1               3                 3
## 590         No              3        1               1                 3
## 591         No              2        1               3                 3
## 592        Yes              2        2               2                 4
## 593        Yes              3        1               3                 3
## 594         No              3        1               1                 3
## 595         No              2        3               3                 3
## 596         No              4        2               1                 4
## 597         No              2        3               2                 3
## 598         No              2        2               3                 4
## 599         No              4        2               2                 4
## 600        Yes              3        1               4                 3
## 601         No              3        1               2                 3
## 602         No              3        2               1                 3
## 603         No              4        3               1                 3
## 604         No              3        1               4                 3
## 605        Yes              1        1               2                 3
## 606         No              4        4               3                 3
## 607         No              2        2               3                 3
## 608         No              4        2               1                 4
## 609         No              4        1               1                 3
## 610         No              2        1               4                 3
## 611         No              2        2               4                 3
## 612         No              2        2               3                 3
## 613        Yes              3        1               1                 4
## 614        Yes              2        1               2                 3
## 615         No              3        3               3                 3
## 616         No              2        2               4                 3
## 617         No              2        1               2                 3
## 618         No              3        2               1                 4
## 619         No              2        3               1                 3
## 620         No              2        1               3                 3
## 621        Yes              2        1               4                 3
## 622         No              4        2               3                 3
## 623         No              4        1               4                 3
## 624         No              3        3               4                 3
## 625        Yes              2        1               1                 3
## 626         No              3        1               3                 3
## 627         No              3        2               3                 3
## 628         No              2        3               4                 3
## 629         No              3        3               2                 3
## 630         No              2        3               2                 3
## 631         No              2        1               4                 4
## 632         No              3        3               4                 4
## 633         No              3        2               4                 3
## 634         No              3        1               4                 4
## 635         No              3        3               1                 3
## 636         No              2        1               4                 3
## 637         No              3        4               1                 3
## 638         No              3        3               3                 3
## 639         No              4        1               4                 3
## 640        Yes              3        1               1                 3
## 641         No              3        1               3                 4
## 642         No              3        2               1                 3
## 643         No              2        4               1                 3
## 644        Yes              1        1               1                 4
## 645        Yes              2        1               1                 3
## 646         No              2        3               4                 3
## 647        Yes              3        1               3                 3
## 648         No              1        1               3                 3
## 649         No              2        2               1                 3
## 650        Yes              3        1               1                 3
## 651         No              2        1               1                 3
## 652         No              4        2               4                 3
## 653         No              3        3               3                 3
## 654         No              3        3               3                 4
## 655        Yes              2        1               3                 3
## 656         No              3        2               1                 3
## 657         No              2        3               2                 3
## 658         No              3        4               4                 4
## 659         No              2        2               2                 3
## 660         No              2        2               2                 3
## 661         No              3        2               4                 3
## 662         No              2        1               3                 3
## 663         No              3        3               4                 3
## 664         No              3        1               4                 4
## 665         No              3        2               3                 4
## 666         No              4        2               3                 3
## 667         No              3        3               4                 3
## 668        Yes              1        1               4                 3
## 669        Yes              3        2               3                 3
## 670         No              3        4               4                 3
## 671         No              3        3               3                 3
## 672         No              3        2               4                 3
## 673         No              3        2               1                 3
## 674        Yes              3        1               2                 3
## 675         No              4        1               3                 3
## 676         No              2        5               2                 3
## 677         No              3        2               2                 3
## 678         No              3        2               3                 3
## 679         No              3        2               2                 3
## 680         No              2        1               3                 3
## 681         No              2        2               1                 3
## 682         No              3        1               4                 4
## 683         No              3        2               3                 3
## 684         No              4        3               4                 3
## 685         No              3        1               4                 3
## 686         No              3        3               2                 4
## 687        Yes              3        3               4                 3
## 688         No              2        1               2                 4
## 689        Yes              2        1               4                 4
## 690         No              3        1               2                 3
## 691         No              3        2               3                 3
## 692        Yes              3        3               2                 3
## 693         No              2        2               4                 4
## 694        Yes              3        1               4                 4
## 695         No              1        2               4                 3
## 696         No              2        1               4                 3
## 697         No              2        4               4                 4
## 698         No              3        2               2                 3
## 699        Yes              3        1               4                 3
## 700         No              3        5               2                 3
## 701         No              2        1               2                 3
## 702         No              3        2               3                 4
## 703         No              2        3               4                 3
## 704        Yes              3        1               2                 3
## 705         No              3        1               3                 3
## 706         No              3        2               4                 3
## 707         No              3        2               4                 3
## 708         No              4        1               2                 3
## 709         No              2        1               3                 3
## 710         No              3        4               1                 3
## 711         No              3        3               1                 4
## 712         No              2        4               4                 3
## 713         No              4        1               2                 3
## 714         No              2        3               4                 3
## 715         No              2        3               1                 3
## 716        Yes              1        1               3                 3
## 717         No              2        2               3                 3
## 718         No              3        2               3                 3
## 719        Yes              3        2               4                 4
## 720         No              3        3               2                 3
## 721         No              3        3               3                 3
## 722         No              3        2               3                 3
## 723         No              3        1               1                 3
## 724         No              2        3               4                 3
## 725         No              3        1               3                 3
## 726         No              3        2               3                 3
## 727         No              3        1               4                 3
## 728         No              3        1               3                 3
## 729        Yes              1        1               4                 3
## 730         No              3        1               4                 3
## 731         No              3        2               2                 4
## 732        Yes              3        2               3                 3
## 733        Yes              2        1               2                 3
## 734        Yes              4        2               3                 3
## 735         No              3        1               4                 3
## 736         No              4        2               3                 3
## 737         No              2        4               4                 3
## 738         No              2        2               4                 3
## 739         No              3        2               3                 3
## 740         No              2        2               4                 3
## 741         No              2        2               3                 3
## 742         No              2        3               4                 4
## 743         No              3        2               4                 3
## 744         No              3        1               2                 3
## 745         No              3        2               3                 4
## 746         No              2        1               1                 3
## 747        Yes              2        1               1                 3
## 748         No              2        2               1                 4
## 749         No              3        1               1                 3
## 750         No              3        1               4                 3
## 751        Yes              3        1               4                 3
## 752        Yes              3        1               2                 3
## 753         No              3        4               3                 3
## 754        Yes              3        3               2                 4
## 755         No              3        3               3                 3
## 756         No              1        1               3                 3
## 757         No              3        2               4                 4
## 758         No              3        2               3                 3
## 759         No              3        1               3                 3
## 760        Yes              1        5               2                 3
## 761        Yes              2        1               1                 4
## 762         No              3        4               4                 3
## 763         No              1        2               2                 3
## 764         No              3        2               3                 3
## 765         No              3        1               4                 3
## 766         No              1        2               1                 3
## 767         No              4        1               3                 3
## 768         No              1        3               1                 3
## 769         No              3        2               4                 3
## 770         No              2        2               3                 3
## 771         No              2        2               4                 3
## 772         No              3        3               1                 4
## 773         No              3        3               3                 4
## 774        Yes              2        1               3                 3
## 775         No              3        3               4                 3
## 776         No              4        1               3                 3
## 777         No              3        1               3                 4
## 778         No              3        1               1                 3
## 779         No              3        1               4                 4
## 780        Yes              3        1               4                 3
## 781        Yes              3        1               2                 4
## 782         No              2        2               3                 3
## 783         No              3        1               2                 3
## 784         No              3        2               3                 3
## 785         No              3        2               2                 3
## 786         No              3        4               2                 3
## 787         No              3        3               3                 3
## 788        Yes              2        2               2                 3
## 789         No              2        5               1                 3
## 790         No              3        1               2                 3
## 791         No              2        2               1                 4
## 792         No              3        1               2                 3
## 793         No              2        3               3                 3
## 794         No              3        3               3                 3
## 795         No              3        2               4                 3
## 796        Yes              3        1               1                 3
## 797         No              3        4               4                 3
## 798        Yes              3        1               1                 3
## 799        Yes              2        1               2                 4
## 800         No              4        2               1                 4
## 801         No              4        2               1                 3
## 802         No              3        2               4                 3
## 803         No              3        4               1                 3
## 804        Yes              3        3               1                 4
## 805         No              3        2               2                 3
## 806         No              3        3               1                 3
## 807         No              4        2               3                 3
## 808         No              3        1               4                 4
## 809         No              3        1               4                 3
## 810         No              3        1               2                 3
## 811         No              3        2               1                 3
## 812         No              3        1               4                 3
## 813         No              3        2               3                 3
## 814         No              3        5               3                 3
## 815         No              2        1               2                 3
## 816         No              3        1               4                 3
## 817         No              2        2               4                 4
## 818         No              3        3               3                 3
## 819         No              2        1               4                 3
## 820        Yes              3        2               3                 3
## 821         No              4        1               4                 3
## 822         No              3        2               4                 3
## 823         No              2        2               3                 4
## 824        Yes              3        1               3                 3
## 825         No              3        2               3                 3
## 826         No              3        5               4                 3
## 827        Yes              3        3               3                 3
## 828         No              3        2               1                 3
## 829         No              2        1               2                 3
## 830         No              3        5               2                 3
## 831         No              3        2               1                 3
## 832        Yes              3        1               3                 3
## 833         No              2        1               1                 3
## 834         No              3        1               1                 4
## 835         No              2        4               2                 3
## 836         No              3        3               2                 3
## 837         No              3        1               3                 3
## 838         No              4        2               4                 3
## 839         No              2        3               2                 3
## 840         No              2        5               2                 3
## 841        Yes              3        1               3                 3
## 842         No              2        3               1                 3
## 843         No              2        4               4                 4
## 844         No              3        3               4                 3
## 845         No              1        2               4                 3
## 846         No              3        2               1                 3
## 847         No              3        1               2                 3
## 848         No              4        3               4                 3
## 849        Yes              2        2               3                 3
## 850         No              4        1               4                 3
## 851        Yes              1        2               3                 3
## 852         No              2        1               3                 3
## 853         No              2        2               3                 3
## 854         No              4        2               1                 3
## 855         No              2        2               2                 3
## 856         No              3        1               3                 3
## 857        Yes              3        1               1                 3
## 858         No              2        3               3                 4
## 859         No              3        1               1                 4
## 860        Yes              3        3               4                 3
## 861         No              2        1               3                 3
## 862         No              2        3               4                 3
## 863        Yes              4        2               4                 3
## 864         No              3        4               3                 3
## 865         No              3        3               4                 3
## 866         No              3        3               4                 3
## 867         No              3        2               4                 3
## 868         No              3        2               3                 3
## 869         No              3        1               3                 3
## 870         No              3        2               2                 3
## 871         No              3        2               4                 4
## 872         No              3        1               4                 3
## 873        Yes              4        4               3                 3
## 874         No              4        1               2                 4
## 875         No              2        1               1                 3
## 876        Yes              3        2               4                 3
## 877         No              3        2               2                 3
## 878        Yes              2        1               3                 4
## 879         No              1        1               3                 4
## 880         No              2        4               2                 3
## 881        Yes              3        3               4                 3
## 882         No              3        1               2                 4
## 883         No              3        2               3                 3
## 884         No              3        2               4                 3
## 885         No              2        2               2                 3
## 886        Yes              3        2               3                 3
## 887         No              1        2               3                 3
## 888         No              3        2               1                 3
## 889         No              3        2               4                 4
## 890         No              3        1               3                 3
## 891         No              3        2               4                 3
## 892         No              3        3               2                 3
## 893        Yes              2        3               4                 3
## 894         No              4        2               4                 4
## 895         No              3        3               2                 3
## 896         No              3        3               4                 3
## 897        Yes              3        3               1                 4
## 898         No              3        4               3                 3
## 899         No              3        2               1                 3
## 900         No              3        1               3                 3
## 901         No              3        1               2                 3
## 902         No              3        2               3                 3
## 903         No              3        2               3                 3
## 904         No              3        1               4                 3
## 905         No              3        4               4                 3
## 906         No              3        2               2                 3
## 907         No              2        3               1                 3
## 908         No              3        2               4                 3
## 909        Yes              3        1               3                 3
## 910         No              3        1               1                 3
## 911         No              1        5               4                 3
## 912         No              3        1               2                 3
## 913         No              3        1               1                 3
## 914         No              2        3               1                 3
## 915         No              3        2               3                 3
## 916         No              3        2               3                 3
## 917         No              3        1               1                 4
## 918         No              3        2               4                 3
## 919         No              3        1               2                 4
## 920         No              4        1               1                 4
## 921         No              3        1               2                 3
## 922         No              4        1               4                 3
## 923        Yes              3        2               3                 3
## 924         No              4        2               1                 3
## 925         No              3        4               3                 4
## 926         No              4        1               3                 3
## 927         No              4        2               4                 3
## 928         No              1        3               3                 3
## 929         No              4        1               4                 3
## 930         No              3        1               4                 3
## 931         No              3        2               3                 3
## 932         No              3        3               4                 3
## 933         No              4        3               1                 3
## 934        Yes              2        1               4                 3
## 935        Yes              3        1               1                 3
## 936        Yes              3        1               1                 3
## 937         No              3        3               1                 3
## 938        Yes              1        3               4                 3
## 939         No              3        2               4                 3
## 940         No              3        1               2                 3
## 941        Yes              3        1               1                 3
## 942         No              4        3               3                 3
## 943         No              3        3               1                 3
## 944         No              3        2               4                 3
## 945         No              2        1               3                 3
## 946         No              3        2               4                 3
## 947        Yes              3        1               2                 3
## 948         No              3        1               4                 4
## 949        Yes              3        1               3                 3
## 950        Yes              4        2               3                 3
## 951         No              3        1               3                 4
## 952         No              3        2               1                 3
## 953         No              3        2               2                 3
## 954         No              3        1               4                 3
## 955         No              3        2               2                 3
## 956         No              1        3               3                 4
## 957         No              1        3               4                 3
## 958         No              3        1               3                 3
## 959         No              3        3               3                 3
## 960        Yes              3        5               2                 3
## 961         No              3        1               4                 3
## 962         No              3        2               4                 3
## 963         No              2        2               1                 3
## 964         No              4        2               2                 3
## 965         No              2        1               4                 3
## 966         No              2        5               3                 3
## 967         No              2        1               1                 3
## 968         No              2        3               3                 3
## 969         No              3        4               1                 4
## 970        Yes              3        1               2                 3
## 971         No              3        2               4                 3
## 972         No              3        2               4                 3
## 973         No              3        1               3                 3
## 974         No              2        1               2                 3
## 975         No              2        2               3                 3
## 976        Yes              2        1               4                 3
## 977         No              2        2               3                 3
## 978        Yes              3        1               1                 3
## 979         No              2        3               3                 4
## 980         No              2        5               3                 3
## 981         No              2        1               3                 4
## 982         No              2        3               4                 3
## 983         No              2        1               4                 3
## 984         No              2        1               3                 3
## 985         No              2        2               4                 3
## 986        Yes              4        1               3                 3
## 987        Yes              2        1               4                 3
## 988         No              3        2               4                 3
## 989         No              3        3               1                 3
## 990         No              2        1               2                 3
## 991         No              2        2               4                 3
## 992         No              4        1               3                 3
## 993         No              3        2               4                 3
## 994         No              3        2               2                 3
## 995         No              3        2               4                 3
## 996         No              3        2               3                 3
## 997         No              3        1               3                 3
## 998         No              3        4               4                 3
## 999         No              3        3               4                 3
## 1000       Yes              3        1               4                 4
## 1001        No              3        2               2                 4
## 1002        No              3        2               3                 3
## 1003        No              3        2               2                 3
## 1004        No              3        2               4                 3
## 1005        No              3        1               1                 3
## 1006        No              2        2               4                 3
## 1007        No              3        1               3                 3
## 1008        No              3        2               4                 3
## 1009        No              3        5               3                 3
## 1010        No              3        2               3                 4
## 1011       Yes              3        3               3                 3
## 1012        No              2        2               2                 3
## 1013        No              2        2               2                 3
## 1014       Yes              3        2               1                 3
## 1015       Yes              2        2               1                 3
## 1016        No              4        1               2                 3
## 1017        No              2        1               1                 3
## 1018        No              3        3               2                 3
## 1019        No              3        3               4                 3
## 1020        No              3        1               4                 3
## 1021        No              3        2               2                 3
## 1022        No              3        2               4                 3
## 1023        No              3        2               4                 3
## 1024        No              2        3               3                 4
## 1025        No              2        4               1                 3
## 1026        No              3        5               4                 3
## 1027        No              2        2               1                 3
## 1028        No              2        2               4                 3
## 1029       Yes              3        2               3                 3
## 1030       Yes              2        3               1                 3
## 1031        No              3        2               2                 3
## 1032        No              3        1               4                 3
## 1033        No              2        3               4                 3
## 1034        No              2        1               3                 3
## 1035        No              3        2               3                 3
## 1036       Yes              3        1               3                 3
## 1037        No              3        2               4                 4
## 1038        No              3        3               2                 3
## 1039        No              3        3               3                 4
## 1040        No              3        2               3                 3
## 1041       Yes              2        1               2                 3
## 1042        No              2        1               1                 3
## 1043        No              2        3               4                 3
## 1044        No              3        2               4                 3
## 1045        No              3        1               3                 3
## 1046       Yes              2        1               2                 3
## 1047       Yes              3        2               2                 3
## 1048        No              3        3               2                 3
## 1049       Yes              3        1               3                 3
## 1050       Yes              1        2               4                 3
## 1051       Yes              2        3               4                 3
## 1052        No              3        1               4                 3
## 1053        No              3        2               3                 3
## 1054        No              3        1               3                 3
## 1055        No              3        1               4                 3
## 1056       Yes              3        1               1                 3
## 1057        No              2        2               1                 3
## 1058        No              3        4               4                 4
## 1059        No              3        2               2                 3
## 1060        No              2        1               2                 3
## 1061        No              4        2               3                 4
## 1062        No              4        2               4                 3
## 1063        No              3        2               4                 4
## 1064       Yes              3        1               4                 4
## 1065        No              1        2               3                 3
## 1066        No              3        1               1                 3
## 1067        No              3        1               3                 3
## 1068        No              3        5               1                 3
## 1069        No              3        2               1                 3
## 1070        No              3        1               2                 3
## 1071        No              4        1               4                 3
## 1072        No              3        2               1                 3
## 1073        No              4        1               4                 3
## 1074        No              4        2               3                 3
## 1075        No              2        2               1                 3
## 1076        No              3        4               1                 4
## 1077        No              3        5               3                 3
## 1078        No              3        2               3                 3
## 1079        No              3        2               2                 3
## 1080        No              3        2               3                 3
## 1081        No              2        1               3                 3
## 1082        No              1        1               4                 3
## 1083       Yes              3        1               1                 3
## 1084        No              3        2               3                 3
## 1085        No              2        3               3                 4
## 1086        No              2        3               1                 4
## 1087        No              3        2               3                 3
## 1088        No              3        1               3                 3
## 1089        No              3        1               4                 3
## 1090        No              2        2               4                 3
## 1091        No              2        2               2                 3
## 1092        No              1        2               4                 4
## 1093        No              3        3               4                 3
## 1094        No              2        2               2                 3
## 1095        No              4        2               1                 3
## 1096        No              3        2               2                 3
## 1097        No              2        1               1                 3
## 1098       Yes              2        1               4                 3
## 1099        No              3        1               2                 3
## 1100       Yes              3        2               1                 3
## 1101        No              3        5               3                 3
## 1102        No              3        2               2                 3
## 1103        No              2        2               4                 3
## 1104        No              2        3               4                 3
## 1105        No              3        1               4                 3
## 1106        No              3        1               2                 3
## 1107        No              3        1               1                 3
## 1108        No              2        2               3                 3
## 1109        No              3        2               3                 3
## 1110        No              3        2               1                 3
## 1111        No              3        2               3                 3
## 1112        No              3        3               4                 3
## 1113       Yes              3        3               3                 3
## 1114       Yes              3        2               3                 3
## 1115        No              3        3               3                 4
## 1116        No              2        1               1                 3
## 1117        No              3        2               2                 3
## 1118        No              1        2               4                 3
## 1119        No              2        3               2                 3
## 1120        No              3        1               3                 3
## 1121       Yes              2        3               1                 3
## 1122        No              4        4               4                 4
## 1123        No              1        2               1                 4
## 1124        No              2        4               4                 4
## 1125        No              4        1               3                 3
## 1126       Yes              1        1               1                 4
## 1127       Yes              3        1               3                 3
## 1128        No              3        2               3                 4
## 1129        No              3        4               2                 3
## 1130        No              1        1               1                 3
## 1131        No              3        3               3                 3
## 1132        No              2        4               2                 3
## 1133        No              3        2               4                 3
## 1134        No              2        1               2                 4
## 1135       Yes              3        1               1                 4
## 1136        No              2        1               1                 3
## 1137        No              3        1               1                 4
## 1138        No              3        2               1                 3
## 1139        No              3        3               3                 3
## 1140        No              2        4               3                 4
## 1141        No              2        2               4                 4
## 1142        No              3        2               2                 3
## 1143        No              2        3               3                 3
## 1144        No              3        2               4                 3
## 1145        No              3        2               4                 3
## 1146        No              3        2               3                 3
## 1147        No              4        2               3                 3
## 1148        No              4        1               3                 3
## 1149        No              3        1               4                 3
## 1150        No              2        2               4                 3
## 1151        No              4        1               3                 3
## 1152        No              1        2               4                 4
## 1153        No              3        2               3                 3
## 1154       Yes              3        1               4                 3
## 1155        No              3        2               1                 3
## 1156        No              3        4               2                 3
## 1157       Yes              2        1               3                 3
## 1158        No              3        2               2                 4
## 1159        No              2        1               3                 3
## 1160        No              3        2               2                 4
## 1161       Yes              3        1               3                 3
## 1162        No              3        3               3                 3
## 1163        No              3        1               4                 3
## 1164        No              3        3               4                 3
## 1165       Yes              2        1               3                 3
## 1166        No              2        1               2                 4
## 1167        No              3        3               4                 4
## 1168        No              3        2               3                 3
## 1169        No              2        1               3                 3
## 1170        No              4        1               1                 3
##      StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1                   1                 8               2                     2
## 2                   0                21               4                     2
## 3                   0                10               3                     1
## 4                   2                14               3                     2
## 5                   0                 6               3                     1
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## 7                   0                 7               2                     2
## 8                   3                 8               3                     2
## 9                   1                 1               3                     2
## 10                  1                 8               2                     1
## 11                  0                21               3                     2
## 12                  1                 3               3                     3
## 13                  0                17               4                     2
## 14                  1                 1               3                     2
## 15                  0                10               4                     2
## 16                  1                 9               2                     3
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## 1113                0                15               4                     2
## 1114                1                18               3                     1
## 1115                0                25               3                     2
## 1116                1                 8               2                     1
## 1117                0                18               2                     2
## 1118                3                10               3                     3
## 1119                1                24               3                     2
## 1120                2                 8               3                     2
## 1121                1                20               3                     2
## 1122                0                27               2                     3
## 1123                0                10               3                     1
## 1124                1                22               3                     3
## 1125                0                 2               2                     2
## 1126                0                 1               4                     1
## 1127                1                 6               3                     1
## 1128                1                 9               3                     2
## 1129                0                22               3                     2
## 1130                1                 4               2                     2
## 1131                1                 9               3                     1
## 1132                2                21               3                     2
## 1133                2                10               3                     2
## 1134                0                 4               3                     1
## 1135                0                10               4                     2
## 1136                2                 6               3                     2
## 1137                1                17               3                     2
## 1138                1                10               3                     1
## 1139                2                17               2                     2
## 1140                1                14               3                     2
## 1141                1                10               3                     2
## 1142                1                10               3                     2
## 1143                0                27               3                     2
## 1144                0                 4               3                     2
## 1145                0                14               3                     1
## 1146                0                 8               3                     2
## 1147                0                 6               4                     2
## 1148                1                 4               2                     2
## 1149                3                 3               3                     2
## 1150                3                11               3                     2
## 1151                3                 4               3                     1
## 1152                0                 8               3                     1
## 1153                0                20               2                     1
## 1154                0                 1               2                     2
## 1155                0                16               2                     2
## 1156                0                21               3                     2
## 1157                3                 5               3                     2
## 1158                1                15               3                     2
## 1159                1                 4               3                     2
## 1160                2                 7               3                     2
## 1161                0                 6               3                     2
## 1162                0                10               4                     2
## 1163                0                11               4                     1
## 1164                0                12               4                     2
## 1165                1                 8               3                     1
## 1166                1                 2               3                     1
## 1167                1                14               3                     2
## 1168                0                 6               3                     2
## 1169                2                 6               2                     2
## 1170                1                 8               2                     2
#Seperate the yes/no attrition observations into 2 dataframes
noAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'No',]
yesAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'Yes',]

trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)

maxKvalue = 5
iterations = 30

columnCombinations = c(2,3,4,5,6,7,8,9)

noAttritionTrainingDataframe
##      Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1           No              3        2               4                 3
## 2           No              2        5               3                 3
## 3           No              3        3               4                 3
## 4           No              3        3               4                 3
## 5           No              3        1               4                 3
## 6           No              3        3               1                 4
## 7           No              4        1               3                 3
## 8           No              2        2               4                 3
## 9           No              3        1               3                 3
## 10          No              2        2               3                 3
## 11          No              2        5               3                 3
## 12          No              3        1               4                 3
## 13          No              3        3               3                 4
## 14          No              3        1               2                 3
## 15          No              3        1               1                 3
## 16          No              3        2               3                 3
## 17          No              3        2               1                 3
## 18          No              3        2               3                 3
## 19          No              4        1               4                 3
## 20          No              4        2               1                 3
## 21          No              2        2               2                 3
## 22          No              4        2               2                 3
## 23          No              3        2               3                 3
## 24          No              3        2               1                 3
## 25          No              2        2               4                 3
## 26          No              3        5               2                 3
## 27          No              3        2               2                 3
## 30          No              3        1               4                 3
## 31          No              1        2               4                 3
## 32          No              4        1               2                 3
## 33          No              1        4               2                 3
## 34          No              2        1               3                 3
## 35          No              2        2               4                 4
## 36          No              4        1               2                 4
## 39          No              3        5               2                 3
## 40          No              4        1               4                 3
## 41          No              3        4               2                 4
## 42          No              1        2               3                 3
## 43          No              3        1               1                 3
## 44          No              2        5               4                 4
## 45          No              3        1               3                 4
## 46          No              3        1               4                 3
## 48          No              2        3               3                 3
## 50          No              3        1               2                 3
## 51          No              3        1               1                 3
## 52          No              3        5               1                 4
## 53          No              4        1               4                 3
## 54          No              3        2               2                 3
## 55          No              3        2               4                 4
## 56          No              3        1               1                 4
## 58          No              3        1               1                 3
## 59          No              3        3               4                 3
## 62          No              3        3               3                 3
## 63          No              3        1               3                 3
## 64          No              3        1               3                 3
## 66          No              4        1               2                 3
## 67          No              1        2               4                 3
## 68          No              3        1               4                 3
## 69          No              3        1               1                 3
## 70          No              3        1               4                 3
## 71          No              3        1               4                 4
## 72          No              3        2               1                 3
## 74          No              3        1               4                 3
## 76          No              3        2               4                 4
## 77          No              2        3               3                 3
## 78          No              4        4               1                 3
## 79          No              2        3               4                 3
## 80          No              1        1               4                 3
## 82          No              3        2               3                 3
## 83          No              2        2               3                 3
## 84          No              4        2               1                 3
## 85          No              3        2               2                 3
## 86          No              2        4               4                 3
## 87          No              3        2               1                 3
## 89          No              3        3               3                 3
## 90          No              3        5               1                 3
## 91          No              3        1               4                 4
## 94          No              3        2               3                 3
## 95          No              3        5               2                 3
## 96          No              3        2               3                 4
## 97          No              3        4               2                 3
## 98          No              2        2               4                 3
## 99          No              3        1               2                 3
## 100         No              2        1               2                 3
## 101         No              3        1               1                 3
## 102         No              3        3               4                 3
## 103         No              3        2               3                 3
## 104         No              4        1               1                 3
## 105         No              4        4               2                 3
## 106         No              4        1               4                 4
## 107         No              3        2               3                 3
## 108         No              4        5               2                 3
## 110         No              3        1               1                 3
## 111         No              2        1               3                 3
## 112         No              3        4               4                 3
## 113         No              3        3               2                 3
## 114         No              3        2               1                 3
## 115         No              3        2               1                 3
## 116         No              3        3               2                 3
## 117         No              3        2               4                 3
## 118         No              2        2               2                 3
## 119         No              3        1               3                 3
## 120         No              3        2               4                 3
## 121         No              4        3               1                 3
## 122         No              3        1               1                 3
## 123         No              3        3               1                 3
## 124         No              2        2               4                 4
## 125         No              3        2               4                 3
## 126         No              3        2               4                 3
## 128         No              2        2               4                 3
## 129         No              2        2               3                 3
## 130         No              4        4               1                 3
## 131         No              2        2               2                 3
## 132         No              3        2               4                 3
## 133         No              2        2               4                 3
## 134         No              3        2               2                 4
## 135         No              2        2               3                 3
## 136         No              4        2               2                 4
## 138         No              3        3               3                 3
## 140         No              3        3               4                 3
## 141         No              3        4               2                 3
## 142         No              3        1               3                 3
## 143         No              3        3               3                 3
## 144         No              3        2               4                 3
## 145         No              4        2               3                 4
## 146         No              3        2               3                 3
## 147         No              3        1               2                 3
## 148         No              3        2               1                 3
## 149         No              3        1               2                 4
## 150         No              1        2               1                 4
## 152         No              3        2               4                 3
## 153         No              2        2               3                 3
## 154         No              4        2               2                 3
## 155         No              3        1               2                 3
## 156         No              3        2               3                 3
## 157         No              3        2               2                 3
## 159         No              3        3               1                 3
## 160         No              3        3               1                 3
## 161         No              2        2               4                 3
## 163         No              3        2               3                 3
## 164         No              4        2               1                 3
## 165         No              3        3               2                 3
## 167         No              3        4               2                 3
## 168         No              4        4               3                 3
## 169         No              3        2               1                 3
## 170         No              3        1               4                 4
## 171         No              3        2               4                 4
## 172         No              3        2               2                 3
## 173         No              3        3               3                 3
## 174         No              4        3               3                 3
## 175         No              3        4               3                 3
## 176         No              2        1               2                 3
## 179         No              3        3               4                 3
## 180         No              2        2               4                 4
## 181         No              2        3               2                 3
## 182         No              3        2               1                 3
## 183         No              4        1               3                 3
## 184         No              3        3               2                 3
## 185         No              3        1               3                 3
## 186         No              3        1               4                 4
## 187         No              4        2               3                 3
## 188         No              4        4               2                 3
## 189         No              3        5               2                 3
## 190         No              3        2               3                 3
## 191         No              3        2               4                 3
## 192         No              3        3               1                 3
## 193         No              3        2               3                 3
## 194         No              3        2               4                 3
## 195         No              2        1               4                 3
## 196         No              3        1               4                 3
## 197         No              3        1               4                 4
## 198         No              2        4               2                 3
## 199         No              2        3               4                 3
## 200         No              2        1               2                 4
## 202         No              3        2               2                 3
## 203         No              2        2               3                 3
## 205         No              3        1               2                 3
## 206         No              3        1               1                 3
## 209         No              3        1               1                 3
## 210         No              3        3               3                 3
## 211         No              2        4               2                 4
## 212         No              3        5               3                 3
## 213         No              4        1               4                 3
## 214         No              2        2               4                 3
## 215         No              2        1               4                 3
## 216         No              3        1               3                 3
## 217         No              3        2               3                 3
## 218         No              3        4               4                 3
## 219         No              3        1               3                 3
## 220         No              3        1               4                 4
## 221         No              3        2               4                 4
## 223         No              3        2               4                 4
## 224         No              2        1               3                 3
## 225         No              3        1               4                 3
## 226         No              3        1               2                 3
## 227         No              3        1               4                 3
## 228         No              4        1               2                 3
## 229         No              3        2               3                 4
## 230         No              2        4               3                 3
## 231         No              2        2               4                 3
## 232         No              3        1               4                 3
## 234         No              3        2               1                 3
## 235         No              3        4               4                 3
## 237         No              3        5               3                 3
## 238         No              3        2               4                 3
## 239         No              3        1               2                 3
## 240         No              2        3               1                 3
## 241         No              3        3               1                 4
## 242         No              3        5               2                 4
## 243         No              3        1               2                 4
## 245         No              2        2               4                 3
## 246         No              2        1               4                 3
## 247         No              3        3               4                 3
## 248         No              2        1               2                 3
## 249         No              3        2               4                 3
## 250         No              3        4               1                 3
## 251         No              2        1               3                 3
## 252         No              3        2               4                 3
## 253         No              2        1               3                 3
## 255         No              2        3               2                 3
## 256         No              3        1               3                 3
## 257         No              3        1               2                 3
## 258         No              3        2               1                 3
## 259         No              3        3               4                 3
## 260         No              3        1               3                 3
## 264         No              3        1               4                 3
## 265         No              3        1               3                 3
## 266         No              4        1               2                 3
## 267         No              3        4               1                 3
## 269         No              3        2               3                 4
## 270         No              3        2               1                 3
## 271         No              3        2               3                 4
## 272         No              3        2               2                 3
## 273         No              2        2               3                 4
## 274         No              2        2               1                 3
## 275         No              4        5               2                 3
## 276         No              3        5               1                 3
## 277         No              3        1               2                 3
## 278         No              3        1               4                 3
## 280         No              3        2               3                 3
## 281         No              3        2               4                 3
## 282         No              3        1               1                 3
## 283         No              3        2               4                 3
## 284         No              3        2               4                 3
## 285         No              4        1               3                 3
## 286         No              3        2               3                 3
## 288         No              3        1               4                 3
## 289         No              3        3               4                 3
## 290         No              3        1               4                 3
## 291         No              3        1               4                 3
## 292         No              3        2               2                 3
## 293         No              3        1               2                 3
## 294         No              3        3               2                 3
## 295         No              3        4               4                 4
## 296         No              3        1               3                 3
## 297         No              2        2               3                 3
## 301         No              3        2               2                 3
## 302         No              3        3               1                 4
## 303         No              2        1               2                 3
## 304         No              3        2               3                 3
## 306         No              2        1               4                 3
## 307         No              3        1               4                 3
## 308         No              2        1               4                 3
## 309         No              3        2               2                 3
## 310         No              4        2               2                 4
## 311         No              3        2               4                 3
## 312         No              3        4               3                 3
## 314         No              2        2               3                 3
## 315         No              3        2               1                 3
## 316         No              3        2               4                 3
## 317         No              3        1               3                 3
## 318         No              2        2               3                 3
## 319         No              2        2               4                 3
## 320         No              4        1               4                 3
## 321         No              2        1               2                 4
## 322         No              3        1               4                 3
## 323         No              2        1               4                 3
## 324         No              2        2               1                 4
## 325         No              2        4               4                 3
## 326         No              3        1               3                 3
## 327         No              3        5               4                 3
## 328         No              3        2               1                 3
## 329         No              2        2               2                 3
## 330         No              3        4               1                 3
## 331         No              3        4               3                 3
## 334         No              3        3               1                 3
## 335         No              2        5               4                 4
## 337         No              3        2               4                 3
## 338         No              3        2               4                 3
## 340         No              3        1               1                 3
## 341         No              2        1               1                 3
## 342         No              2        1               4                 3
## 343         No              2        3               4                 3
## 344         No              3        1               3                 4
## 345         No              3        2               1                 3
## 346         No              3        4               1                 3
## 347         No              3        2               3                 3
## 348         No              3        2               2                 4
## 349         No              1        1               3                 3
## 350         No              3        4               4                 3
## 351         No              3        3               1                 3
## 352         No              4        2               4                 3
## 353         No              2        2               4                 3
## 354         No              3        2               4                 3
## 355         No              3        3               3                 3
## 356         No              1        2               1                 3
## 357         No              2        1               2                 3
## 359         No              3        2               4                 4
## 360         No              3        1               4                 3
## 361         No              2        5               3                 3
## 364         No              3        5               3                 3
## 365         No              1        5               3                 3
## 366         No              4        4               1                 3
## 367         No              3        2               2                 3
## 368         No              3        2               1                 3
## 369         No              4        1               3                 3
## 370         No              4        2               4                 3
## 371         No              3        2               1                 3
## 372         No              3        3               1                 3
## 373         No              3        3               1                 3
## 374         No              3        1               2                 3
## 375         No              3        1               1                 3
## 376         No              1        4               4                 3
## 378         No              3        2               4                 3
## 379         No              1        1               4                 3
## 381         No              3        5               3                 3
## 382         No              3        1               3                 4
## 383         No              3        2               1                 3
## 384         No              3        1               1                 3
## 386         No              3        3               1                 3
## 387         No              3        3               3                 3
## 388         No              3        2               4                 3
## 389         No              3        2               4                 3
## 391         No              3        2               1                 3
## 392         No              2        2               4                 3
## 393         No              3        1               1                 3
## 394         No              2        3               1                 3
## 395         No              3        1               4                 3
## 396         No              3        1               4                 3
## 397         No              3        4               3                 3
## 399         No              3        2               3                 4
## 400         No              3        3               3                 3
## 401         No              1        2               4                 4
## 402         No              3        2               3                 3
## 403         No              3        1               3                 3
## 404         No              3        3               1                 3
## 405         No              2        1               1                 3
## 406         No              2        4               4                 3
## 407         No              2        2               4                 3
## 408         No              1        1               3                 3
## 409         No              2        4               4                 3
## 410         No              3        4               1                 4
## 411         No              2        1               1                 4
## 412         No              3        3               3                 3
## 413         No              3        1               2                 4
## 414         No              3        2               4                 3
## 416         No              3        2               4                 3
## 417         No              3        1               4                 3
## 418         No              4        1               4                 3
## 419         No              2        2               4                 3
## 420         No              2        3               3                 3
## 421         No              3        2               2                 3
## 422         No              3        2               3                 3
## 424         No              3        1               4                 3
## 425         No              2        2               1                 3
## 426         No              2        3               4                 3
## 427         No              3        1               3                 3
## 428         No              2        1               3                 3
## 430         No              2        2               1                 3
## 431         No              3        2               3                 3
## 432         No              3        1               3                 3
## 434         No              2        1               1                 3
## 435         No              2        3               2                 3
## 436         No              3        2               2                 3
## 438         No              3        1               1                 3
## 440         No              4        2               4                 3
## 441         No              3        2               3                 3
## 442         No              3        1               3                 3
## 444         No              3        1               4                 3
## 445         No              3        5               4                 3
## 446         No              3        1               4                 3
## 447         No              3        2               4                 3
## 448         No              4        2               1                 3
## 449         No              3        2               4                 3
## 450         No              2        2               1                 3
## 451         No              3        2               4                 3
## 452         No              3        1               2                 3
## 454         No              3        2               3                 3
## 455         No              2        4               1                 3
## 456         No              3        5               2                 3
## 457         No              3        2               4                 3
## 458         No              3        2               4                 4
## 459         No              3        1               1                 4
## 460         No              2        2               4                 3
## 461         No              3        1               3                 3
## 462         No              3        1               2                 3
## 463         No              3        3               4                 3
## 464         No              3        2               4                 4
## 466         No              3        1               4                 3
## 467         No              3        1               4                 4
## 468         No              4        1               4                 3
## 470         No              4        2               1                 3
## 471         No              3        1               2                 3
## 473         No              3        3               1                 3
## 474         No              3        1               4                 3
## 475         No              3        1               3                 3
## 476         No              3        2               4                 4
## 477         No              2        2               3                 3
## 478         No              3        2               3                 3
## 479         No              3        1               1                 3
## 480         No              4        3               4                 4
## 481         No              3        2               1                 3
## 482         No              3        1               4                 3
## 483         No              2        2               4                 3
## 484         No              3        1               1                 3
## 488         No              3        1               3                 3
## 490         No              3        2               3                 3
## 491         No              3        5               1                 3
## 492         No              3        4               1                 3
## 493         No              2        2               3                 3
## 494         No              2        3               2                 3
## 495         No              2        2               3                 3
## 496         No              3        4               3                 3
## 497         No              3        1               4                 4
## 498         No              3        1               4                 3
## 499         No              3        2               3                 3
## 500         No              1        2               3                 3
## 504         No              4        3               1                 3
## 505         No              3        4               3                 3
## 506         No              2        2               2                 3
## 508         No              3        3               2                 3
## 509         No              3        1               4                 3
## 511         No              3        2               4                 3
## 512         No              3        3               3                 4
## 513         No              3        1               3                 3
## 514         No              3        3               4                 3
## 515         No              3        1               4                 4
## 516         No              1        2               2                 3
## 518         No              3        1               2                 4
## 519         No              2        2               4                 3
## 521         No              2        1               4                 3
## 523         No              3        3               1                 3
## 524         No              2        5               3                 3
## 525         No              2        1               4                 3
## 526         No              2        3               2                 3
## 527         No              3        2               1                 3
## 528         No              3        2               1                 3
## 529         No              2        1               3                 3
## 531         No              2        3               3                 3
## 532         No              3        2               3                 3
## 533         No              4        1               3                 4
## 534         No              3        2               4                 3
## 536         No              4        1               4                 3
## 537         No              3        3               2                 3
## 538         No              3        1               3                 3
## 540         No              3        2               1                 3
## 541         No              3        2               3                 3
## 542         No              4        1               1                 3
## 543         No              2        1               3                 3
## 544         No              3        2               3                 3
## 545         No              2        1               1                 3
## 546         No              2        1               4                 3
## 547         No              3        3               2                 3
## 548         No              2        2               3                 3
## 549         No              2        3               2                 3
## 550         No              3        1               2                 3
## 551         No              2        5               3                 3
## 552         No              2        1               4                 3
## 553         No              2        2               4                 4
## 554         No              3        1               3                 3
## 555         No              2        2               4                 3
## 556         No              3        2               3                 3
## 557         No              3        2               3                 3
## 558         No              2        1               4                 3
## 559         No              3        2               2                 3
## 560         No              3        2               3                 3
## 561         No              3        1               2                 3
## 562         No              3        4               3                 3
## 563         No              3        1               2                 3
## 564         No              3        3               3                 4
## 565         No              1        1               3                 4
## 566         No              3        1               4                 3
## 567         No              2        2               1                 3
## 569         No              2        2               3                 3
## 570         No              3        4               3                 3
## 571         No              3        2               2                 4
## 573         No              2        2               4                 3
## 574         No              4        2               3                 4
## 575         No              3        2               2                 4
## 576         No              2        2               3                 3
## 577         No              2        1               1                 3
## 578         No              2        1               3                 3
## 579         No              3        2               3                 3
## 580         No              3        2               4                 3
## 581         No              3        1               4                 3
## 582         No              3        4               4                 3
## 583         No              1        2               4                 3
## 584         No              3        2               2                 4
## 585         No              3        2               4                 3
## 586         No              3        2               4                 3
## 587         No              1        2               4                 3
## 589         No              3        1               3                 3
## 590         No              3        1               1                 3
## 591         No              2        1               3                 3
## 594         No              3        1               1                 3
## 595         No              2        3               3                 3
## 596         No              4        2               1                 4
## 597         No              2        3               2                 3
## 598         No              2        2               3                 4
## 599         No              4        2               2                 4
## 601         No              3        1               2                 3
## 602         No              3        2               1                 3
## 603         No              4        3               1                 3
## 604         No              3        1               4                 3
## 606         No              4        4               3                 3
## 607         No              2        2               3                 3
## 608         No              4        2               1                 4
## 609         No              4        1               1                 3
## 610         No              2        1               4                 3
## 611         No              2        2               4                 3
## 612         No              2        2               3                 3
## 615         No              3        3               3                 3
## 616         No              2        2               4                 3
## 617         No              2        1               2                 3
## 618         No              3        2               1                 4
## 619         No              2        3               1                 3
## 620         No              2        1               3                 3
## 622         No              4        2               3                 3
## 623         No              4        1               4                 3
## 624         No              3        3               4                 3
## 626         No              3        1               3                 3
## 627         No              3        2               3                 3
## 628         No              2        3               4                 3
## 629         No              3        3               2                 3
## 630         No              2        3               2                 3
## 631         No              2        1               4                 4
## 632         No              3        3               4                 4
## 633         No              3        2               4                 3
## 634         No              3        1               4                 4
## 635         No              3        3               1                 3
## 636         No              2        1               4                 3
## 637         No              3        4               1                 3
## 638         No              3        3               3                 3
## 639         No              4        1               4                 3
## 641         No              3        1               3                 4
## 642         No              3        2               1                 3
## 643         No              2        4               1                 3
## 646         No              2        3               4                 3
## 648         No              1        1               3                 3
## 649         No              2        2               1                 3
## 651         No              2        1               1                 3
## 652         No              4        2               4                 3
## 653         No              3        3               3                 3
## 654         No              3        3               3                 4
## 656         No              3        2               1                 3
## 657         No              2        3               2                 3
## 658         No              3        4               4                 4
## 659         No              2        2               2                 3
## 660         No              2        2               2                 3
## 661         No              3        2               4                 3
## 662         No              2        1               3                 3
## 663         No              3        3               4                 3
## 664         No              3        1               4                 4
## 665         No              3        2               3                 4
## 666         No              4        2               3                 3
## 667         No              3        3               4                 3
## 670         No              3        4               4                 3
## 671         No              3        3               3                 3
## 672         No              3        2               4                 3
## 673         No              3        2               1                 3
## 675         No              4        1               3                 3
## 676         No              2        5               2                 3
## 677         No              3        2               2                 3
## 678         No              3        2               3                 3
## 679         No              3        2               2                 3
## 680         No              2        1               3                 3
## 681         No              2        2               1                 3
## 682         No              3        1               4                 4
## 683         No              3        2               3                 3
## 684         No              4        3               4                 3
## 685         No              3        1               4                 3
## 686         No              3        3               2                 4
## 688         No              2        1               2                 4
## 690         No              3        1               2                 3
## 691         No              3        2               3                 3
## 693         No              2        2               4                 4
## 695         No              1        2               4                 3
## 696         No              2        1               4                 3
## 697         No              2        4               4                 4
## 698         No              3        2               2                 3
## 700         No              3        5               2                 3
## 701         No              2        1               2                 3
## 702         No              3        2               3                 4
## 703         No              2        3               4                 3
## 705         No              3        1               3                 3
## 706         No              3        2               4                 3
## 707         No              3        2               4                 3
## 708         No              4        1               2                 3
## 709         No              2        1               3                 3
## 710         No              3        4               1                 3
## 711         No              3        3               1                 4
## 712         No              2        4               4                 3
## 713         No              4        1               2                 3
## 714         No              2        3               4                 3
## 715         No              2        3               1                 3
## 717         No              2        2               3                 3
## 718         No              3        2               3                 3
## 720         No              3        3               2                 3
## 721         No              3        3               3                 3
## 722         No              3        2               3                 3
## 723         No              3        1               1                 3
## 724         No              2        3               4                 3
## 725         No              3        1               3                 3
## 726         No              3        2               3                 3
## 727         No              3        1               4                 3
## 728         No              3        1               3                 3
## 730         No              3        1               4                 3
## 731         No              3        2               2                 4
## 735         No              3        1               4                 3
## 736         No              4        2               3                 3
## 737         No              2        4               4                 3
## 738         No              2        2               4                 3
## 739         No              3        2               3                 3
## 740         No              2        2               4                 3
## 741         No              2        2               3                 3
## 742         No              2        3               4                 4
## 743         No              3        2               4                 3
## 744         No              3        1               2                 3
## 745         No              3        2               3                 4
## 746         No              2        1               1                 3
## 748         No              2        2               1                 4
## 749         No              3        1               1                 3
## 750         No              3        1               4                 3
## 753         No              3        4               3                 3
## 755         No              3        3               3                 3
## 756         No              1        1               3                 3
## 757         No              3        2               4                 4
## 758         No              3        2               3                 3
## 759         No              3        1               3                 3
## 762         No              3        4               4                 3
## 763         No              1        2               2                 3
## 764         No              3        2               3                 3
## 765         No              3        1               4                 3
## 766         No              1        2               1                 3
## 767         No              4        1               3                 3
## 768         No              1        3               1                 3
## 769         No              3        2               4                 3
## 770         No              2        2               3                 3
## 771         No              2        2               4                 3
## 772         No              3        3               1                 4
## 773         No              3        3               3                 4
## 775         No              3        3               4                 3
## 776         No              4        1               3                 3
## 777         No              3        1               3                 4
## 778         No              3        1               1                 3
## 779         No              3        1               4                 4
## 782         No              2        2               3                 3
## 783         No              3        1               2                 3
## 784         No              3        2               3                 3
## 785         No              3        2               2                 3
## 786         No              3        4               2                 3
## 787         No              3        3               3                 3
## 789         No              2        5               1                 3
## 790         No              3        1               2                 3
## 791         No              2        2               1                 4
## 792         No              3        1               2                 3
## 793         No              2        3               3                 3
## 794         No              3        3               3                 3
## 795         No              3        2               4                 3
## 797         No              3        4               4                 3
## 800         No              4        2               1                 4
## 801         No              4        2               1                 3
## 802         No              3        2               4                 3
## 803         No              3        4               1                 3
## 805         No              3        2               2                 3
## 806         No              3        3               1                 3
## 807         No              4        2               3                 3
## 808         No              3        1               4                 4
## 809         No              3        1               4                 3
## 810         No              3        1               2                 3
## 811         No              3        2               1                 3
## 812         No              3        1               4                 3
## 813         No              3        2               3                 3
## 814         No              3        5               3                 3
## 815         No              2        1               2                 3
## 816         No              3        1               4                 3
## 817         No              2        2               4                 4
## 818         No              3        3               3                 3
## 819         No              2        1               4                 3
## 821         No              4        1               4                 3
## 822         No              3        2               4                 3
## 823         No              2        2               3                 4
## 825         No              3        2               3                 3
## 826         No              3        5               4                 3
## 828         No              3        2               1                 3
## 829         No              2        1               2                 3
## 830         No              3        5               2                 3
## 831         No              3        2               1                 3
## 833         No              2        1               1                 3
## 834         No              3        1               1                 4
## 835         No              2        4               2                 3
## 836         No              3        3               2                 3
## 837         No              3        1               3                 3
## 838         No              4        2               4                 3
## 839         No              2        3               2                 3
## 840         No              2        5               2                 3
## 842         No              2        3               1                 3
## 843         No              2        4               4                 4
## 844         No              3        3               4                 3
## 845         No              1        2               4                 3
## 846         No              3        2               1                 3
## 847         No              3        1               2                 3
## 848         No              4        3               4                 3
## 850         No              4        1               4                 3
## 852         No              2        1               3                 3
## 853         No              2        2               3                 3
## 854         No              4        2               1                 3
## 855         No              2        2               2                 3
## 856         No              3        1               3                 3
## 858         No              2        3               3                 4
## 859         No              3        1               1                 4
## 861         No              2        1               3                 3
## 862         No              2        3               4                 3
## 864         No              3        4               3                 3
## 865         No              3        3               4                 3
## 866         No              3        3               4                 3
## 867         No              3        2               4                 3
## 868         No              3        2               3                 3
## 869         No              3        1               3                 3
## 870         No              3        2               2                 3
## 871         No              3        2               4                 4
## 872         No              3        1               4                 3
## 874         No              4        1               2                 4
## 875         No              2        1               1                 3
## 877         No              3        2               2                 3
## 879         No              1        1               3                 4
## 880         No              2        4               2                 3
## 882         No              3        1               2                 4
## 883         No              3        2               3                 3
## 884         No              3        2               4                 3
## 885         No              2        2               2                 3
## 887         No              1        2               3                 3
## 888         No              3        2               1                 3
## 889         No              3        2               4                 4
## 890         No              3        1               3                 3
## 891         No              3        2               4                 3
## 892         No              3        3               2                 3
## 894         No              4        2               4                 4
## 895         No              3        3               2                 3
## 896         No              3        3               4                 3
## 898         No              3        4               3                 3
## 899         No              3        2               1                 3
## 900         No              3        1               3                 3
## 901         No              3        1               2                 3
## 902         No              3        2               3                 3
## 903         No              3        2               3                 3
## 904         No              3        1               4                 3
## 905         No              3        4               4                 3
## 906         No              3        2               2                 3
## 907         No              2        3               1                 3
## 908         No              3        2               4                 3
## 910         No              3        1               1                 3
## 911         No              1        5               4                 3
## 912         No              3        1               2                 3
## 913         No              3        1               1                 3
## 914         No              2        3               1                 3
## 915         No              3        2               3                 3
## 916         No              3        2               3                 3
## 917         No              3        1               1                 4
## 918         No              3        2               4                 3
## 919         No              3        1               2                 4
## 920         No              4        1               1                 4
## 921         No              3        1               2                 3
## 922         No              4        1               4                 3
## 924         No              4        2               1                 3
## 925         No              3        4               3                 4
## 926         No              4        1               3                 3
## 927         No              4        2               4                 3
## 928         No              1        3               3                 3
## 929         No              4        1               4                 3
## 930         No              3        1               4                 3
## 931         No              3        2               3                 3
## 932         No              3        3               4                 3
## 933         No              4        3               1                 3
## 937         No              3        3               1                 3
## 939         No              3        2               4                 3
## 940         No              3        1               2                 3
## 942         No              4        3               3                 3
## 943         No              3        3               1                 3
## 944         No              3        2               4                 3
## 945         No              2        1               3                 3
## 946         No              3        2               4                 3
## 948         No              3        1               4                 4
## 951         No              3        1               3                 4
## 952         No              3        2               1                 3
## 953         No              3        2               2                 3
## 954         No              3        1               4                 3
## 955         No              3        2               2                 3
## 956         No              1        3               3                 4
## 957         No              1        3               4                 3
## 958         No              3        1               3                 3
## 959         No              3        3               3                 3
## 961         No              3        1               4                 3
## 962         No              3        2               4                 3
## 963         No              2        2               1                 3
## 964         No              4        2               2                 3
## 965         No              2        1               4                 3
## 966         No              2        5               3                 3
## 967         No              2        1               1                 3
## 968         No              2        3               3                 3
## 969         No              3        4               1                 4
## 971         No              3        2               4                 3
## 972         No              3        2               4                 3
## 973         No              3        1               3                 3
## 974         No              2        1               2                 3
## 975         No              2        2               3                 3
## 977         No              2        2               3                 3
## 979         No              2        3               3                 4
## 980         No              2        5               3                 3
## 981         No              2        1               3                 4
## 982         No              2        3               4                 3
## 983         No              2        1               4                 3
## 984         No              2        1               3                 3
## 985         No              2        2               4                 3
## 988         No              3        2               4                 3
## 989         No              3        3               1                 3
## 990         No              2        1               2                 3
## 991         No              2        2               4                 3
## 992         No              4        1               3                 3
## 993         No              3        2               4                 3
## 994         No              3        2               2                 3
## 995         No              3        2               4                 3
## 996         No              3        2               3                 3
## 997         No              3        1               3                 3
## 998         No              3        4               4                 3
## 999         No              3        3               4                 3
## 1001        No              3        2               2                 4
## 1002        No              3        2               3                 3
## 1003        No              3        2               2                 3
## 1004        No              3        2               4                 3
## 1005        No              3        1               1                 3
## 1006        No              2        2               4                 3
## 1007        No              3        1               3                 3
## 1008        No              3        2               4                 3
## 1009        No              3        5               3                 3
## 1010        No              3        2               3                 4
## 1012        No              2        2               2                 3
## 1013        No              2        2               2                 3
## 1016        No              4        1               2                 3
## 1017        No              2        1               1                 3
## 1018        No              3        3               2                 3
## 1019        No              3        3               4                 3
## 1020        No              3        1               4                 3
## 1021        No              3        2               2                 3
## 1022        No              3        2               4                 3
## 1023        No              3        2               4                 3
## 1024        No              2        3               3                 4
## 1025        No              2        4               1                 3
## 1026        No              3        5               4                 3
## 1027        No              2        2               1                 3
## 1028        No              2        2               4                 3
## 1031        No              3        2               2                 3
## 1032        No              3        1               4                 3
## 1033        No              2        3               4                 3
## 1034        No              2        1               3                 3
## 1035        No              3        2               3                 3
## 1037        No              3        2               4                 4
## 1038        No              3        3               2                 3
## 1039        No              3        3               3                 4
## 1040        No              3        2               3                 3
## 1042        No              2        1               1                 3
## 1043        No              2        3               4                 3
## 1044        No              3        2               4                 3
## 1045        No              3        1               3                 3
## 1048        No              3        3               2                 3
## 1052        No              3        1               4                 3
## 1053        No              3        2               3                 3
## 1054        No              3        1               3                 3
## 1055        No              3        1               4                 3
## 1057        No              2        2               1                 3
## 1058        No              3        4               4                 4
## 1059        No              3        2               2                 3
## 1060        No              2        1               2                 3
## 1061        No              4        2               3                 4
## 1062        No              4        2               4                 3
## 1063        No              3        2               4                 4
## 1065        No              1        2               3                 3
## 1066        No              3        1               1                 3
## 1067        No              3        1               3                 3
## 1068        No              3        5               1                 3
## 1069        No              3        2               1                 3
## 1070        No              3        1               2                 3
## 1071        No              4        1               4                 3
## 1072        No              3        2               1                 3
## 1073        No              4        1               4                 3
## 1074        No              4        2               3                 3
## 1075        No              2        2               1                 3
## 1076        No              3        4               1                 4
## 1077        No              3        5               3                 3
## 1078        No              3        2               3                 3
## 1079        No              3        2               2                 3
## 1080        No              3        2               3                 3
## 1081        No              2        1               3                 3
## 1082        No              1        1               4                 3
## 1084        No              3        2               3                 3
## 1085        No              2        3               3                 4
## 1086        No              2        3               1                 4
## 1087        No              3        2               3                 3
## 1088        No              3        1               3                 3
## 1089        No              3        1               4                 3
## 1090        No              2        2               4                 3
## 1091        No              2        2               2                 3
## 1092        No              1        2               4                 4
## 1093        No              3        3               4                 3
## 1094        No              2        2               2                 3
## 1095        No              4        2               1                 3
## 1096        No              3        2               2                 3
## 1097        No              2        1               1                 3
## 1099        No              3        1               2                 3
## 1101        No              3        5               3                 3
## 1102        No              3        2               2                 3
## 1103        No              2        2               4                 3
## 1104        No              2        3               4                 3
## 1105        No              3        1               4                 3
## 1106        No              3        1               2                 3
## 1107        No              3        1               1                 3
## 1108        No              2        2               3                 3
## 1109        No              3        2               3                 3
## 1110        No              3        2               1                 3
## 1111        No              3        2               3                 3
## 1112        No              3        3               4                 3
## 1115        No              3        3               3                 4
## 1116        No              2        1               1                 3
## 1117        No              3        2               2                 3
## 1118        No              1        2               4                 3
## 1119        No              2        3               2                 3
## 1120        No              3        1               3                 3
## 1122        No              4        4               4                 4
## 1123        No              1        2               1                 4
## 1124        No              2        4               4                 4
## 1125        No              4        1               3                 3
## 1128        No              3        2               3                 4
## 1129        No              3        4               2                 3
## 1130        No              1        1               1                 3
## 1131        No              3        3               3                 3
## 1132        No              2        4               2                 3
## 1133        No              3        2               4                 3
## 1134        No              2        1               2                 4
## 1136        No              2        1               1                 3
## 1137        No              3        1               1                 4
## 1138        No              3        2               1                 3
## 1139        No              3        3               3                 3
## 1140        No              2        4               3                 4
## 1141        No              2        2               4                 4
## 1142        No              3        2               2                 3
## 1143        No              2        3               3                 3
## 1144        No              3        2               4                 3
## 1145        No              3        2               4                 3
## 1146        No              3        2               3                 3
## 1147        No              4        2               3                 3
## 1148        No              4        1               3                 3
## 1149        No              3        1               4                 3
## 1150        No              2        2               4                 3
## 1151        No              4        1               3                 3
## 1152        No              1        2               4                 4
## 1153        No              3        2               3                 3
## 1155        No              3        2               1                 3
## 1156        No              3        4               2                 3
## 1158        No              3        2               2                 4
## 1159        No              2        1               3                 3
## 1160        No              3        2               2                 4
## 1162        No              3        3               3                 3
## 1163        No              3        1               4                 3
## 1164        No              3        3               4                 3
## 1166        No              2        1               2                 4
## 1167        No              3        3               4                 4
## 1168        No              3        2               3                 3
## 1169        No              2        1               3                 3
## 1170        No              4        1               1                 3
##      StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1                   1                 8               2                     2
## 2                   0                21               4                     2
## 3                   0                10               3                     1
## 4                   2                14               3                     2
## 5                   0                 6               3                     1
## 6                   2                 9               2                     1
## 7                   0                 7               2                     2
## 8                   3                 8               3                     2
## 9                   1                 1               3                     2
## 10                  1                 8               2                     1
## 11                  0                21               3                     2
## 12                  1                 3               3                     3
## 13                  0                17               4                     2
## 14                  1                 1               3                     2
## 15                  0                10               4                     2
## 16                  1                 9               2                     3
## 17                  1                 8               4                     2
## 18                  0                 7               4                     3
## 19                  3                 6               3                     2
## 20                  1                10               3                     2
## 21                  1                13               3                     2
## 22                  0                12               3                     2
## 23                  1                10               3                     1
## 24                  0                10               3                     1
## 25                  0                 6               3                     2
## 26                  1                26               3                     2
## 27                  1                10               3                     2
## 30                  1                 5               3                     3
## 31                  3                 9               4                     1
## 32                  3                14               3                     2
## 33                  1                28               2                     2
## 34                  1                10               3                     2
## 35                  0                 8               3                     2
## 36                  0                 5               1                     1
## 39                  0                36               3                     2
## 40                  1                 3               3                     1
## 41                  1                37               2                     3
## 42                  0                 9               3                     2
## 43                  1                17               2                     2
## 44                  0                24               3                     2
## 45                  1                 1               3                     2
## 46                  0                12               3                     1
## 48                  2                 9               3                     2
## 50                  1                 6               1                     3
## 51                  0                 8               2                     2
## 52                  1                32               3                     2
## 53                  1                10               3                     2
## 54                  0                 9               2                     3
## 55                  0                11               3                     2
## 56                  2                 5               3                     2
## 58                  0                10               3                     2
## 59                  2                15               3                     3
## 62                  0                10               3                     2
## 63                  1                 3               3                     2
## 64                  0                 0               1                     3
## 66                  2                 7               2                     2
## 67                  0                17               3                     2
## 68                  0                 5               4                     2
## 69                  1                 5               2                     1
## 70                  0                17               3                     2
## 71                  1                12               3                     2
## 72                  0                 6               3                     2
## 74                  1                 6               3                     2
## 76                  0                12               3                     1
## 77                  0                10               3                     2
## 78                  0                27               1                     2
## 79                  0                23               3                     3
## 80                  3                 1               3                     2
## 82                  1                17               3                     2
## 83                  1                10               3                     1
## 84                  2                13               3                     2
## 85                  0                18               3                     2
## 86                  0                30               3                     2
## 87                  0                20               3                     2
## 89                  0                 9               3                     1
## 90                  0                22               2                     2
## 91                  1                 1               3                     1
## 94                  0                10               3                     2
## 95                  0                21               3                     2
## 96                  0                20               3                     2
## 97                  1                23               4                     2
## 98                  1                17               4                     3
## 99                  3                 4               3                     1
## 100                 1                 7               2                     2
## 101                 0                 6               4                     2
## 102                 1                13               3                     2
## 103                 1                 6               3                     3
## 104                 1                 5               4                     2
## 105                 0                35               2                     2
## 106                 1                 8               3                     2
## 107                 1                10               3                     3
## 108                 1                35               3                     2
## 110                 0                 4               3                     2
## 111                 1                 3               3                     1
## 112                 1                26               2                     2
## 113                 0                18               3                     2
## 114                 1                16               4                     3
## 115                 3                15               3                     2
## 116                 0                10               3                     3
## 117                 0                 5               3                     2
## 118                 1                10               3                     2
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## 913                 1                 7               2                     2
## 914                 0                14               3                     2
## 915                 0                 8               3                     2
## 916                 0                 5               3                     2
## 917                 1                 3               3                     2
## 918                 0                 5               3                     2
## 919                 0                 1               3                     2
## 920                 3                12               2                     2
## 921                 0                 4               3                     2
## 922                 0                 1               3                     2
## 924                 1                10               4                     3
## 925                 1                36               3                     2
## 926                 1                10               3                     2
## 927                 2                10               4                     2
## 928                 1                20               3                     2
## 929                 2                 1               2                     3
## 930                 0                 8               2                     1
## 931                 1                15               3                     3
## 932                 0                10               3                     2
## 933                 1                10               3                     2
## 937                 1                17               3                     2
## 939                 0                18               3                     2
## 940                 1                 1               3                     2
## 942                 1                11               3                     2
## 943                 0                28               2                     2
## 944                 1                 4               3                     2
## 945                 0                 0               3                     2
## 946                 1                 6               4                     1
## 948                 2                 3               1                     2
## 951                 2                10               2                     3
## 952                 1                 8               2                     2
## 953                 0                 8               2                     2
## 954                 0                 6               2                     1
## 955                 0                 9               2                     3
## 956                 2                 9               4                     2
## 957                 0                37               2                     2
## 958                 0                10               3                     3
## 959                 0                21               3                     2
## 961                 0                 6               3                     2
## 962                 2                 9               3                     2
## 963                 1                13               2                     1
## 964                 1                12               1                     2
## 965                 2                 2               3                     2
## 966                 1                29               2                     2
## 967                 0                 5               1                     2
## 968                 2                10               3                     2
## 969                 1                32               3                     1
## 971                 0                 7               3                     2
## 972                 2                10               1                     2
## 973                 0                 5               2                     1
## 974                 0                 1               4                     2
## 975                 2                 5               3                     2
## 977                 0                19               3                     2
## 979                 1                17               3                     2
## 980                 1                23               4                     2
## 981                 2                 6               3                     2
## 982                 1                15               3                     2
## 983                 0                 6               2                     2
## 984                 0                 5               3                     2
## 985                 1                 8               2                     2
## 988                 1                 7               2                     2
## 989                 0                21               3                     1
## 990                 0                 3               3                     2
## 991                 2                13               3                     2
## 992                 1                 5               3                     2
## 993                 0                12               1                     2
## 994                 3                 5               3                     1
## 995                 0                 6               3                     3
## 996                 0                16               3                     2
## 997                 1                 3               2                     1
## 998                 0                29               2                     2
## 999                 1                12               3                     2
## 1001                1                16               3                     2
## 1002                0                 5               3                     1
## 1003                2                10               2                     2
## 1004                3                20               3                     2
## 1005                1                10               2                     2
## 1006                0                 9               2                     2
## 1007                0                 2               3                     2
## 1008                1                10               3                     2
## 1009                1                26               3                     2
## 1010                1                13               1                     2
## 1012                1                12               3                     2
## 1013                0                13               3                     2
## 1016                1                 8               3                     2
## 1017                1                10               3                     2
## 1018                2                10               3                     2
## 1019                1                12               3                     2
## 1020                0                 0               3                     3
## 1021                1                 9               4                     2
## 1022                0                 7               3                     3
## 1023                3                 7               3                     2
## 1024                1                25               2                     3
## 1025                1                21               2                     1
## 1026                0                21               2                     3
## 1027                0                 9               3                     2
## 1028                0                 5               3                     2
## 1031                3                 4               2                     2
## 1032                0                10               3                     2
## 1033                1                 9               3                     2
## 1034                1                 1               2                     2
## 1035                2                11               4                     3
## 1037                0                 6               2                     2
## 1038                1                16               4                     2
## 1039                0                 9               3                     2
## 1040                1                11               2                     2
## 1042                0                 6               3                     2
## 1043                2                10               3                     2
## 1044                1                18               2                     2
## 1045                0                 5               2                     3
## 1048                2                12               3                     1
## 1052                0                 8               3                     1
## 1053                0                 8               3                     2
## 1054                1                 6               3                     2
## 1055                0                 6               2                     1
## 1057                1                 6               3                     1
## 1058                1                22               3                     2
## 1059                0                19               2                     2
## 1060                0                 6               1                     2
## 1061                1                13               2                     2
## 1062                1                 9               3                     1
## 1063                1                15               1                     1
## 1065                1                12               3                     3
## 1066                1                 5               4                     2
## 1067                3                20               3                     2
## 1068                0                33               1                     2
## 1069                2                 5               3                     1
## 1070                1                 4               3                     2
## 1071                1                 5               3                     2
## 1072                1                13               1                     2
## 1073                0                 2               3                     2
## 1074                1                10               3                     2
## 1075                1                 6               3                     2
## 1076                0                28               3                     2
## 1077                1                26               2                     2
## 1078                1                10               3                     2
## 1079                0                10               3                     2
## 1080                1                19               3                     1
## 1081                0                 8               3                     2
## 1082                1                 4               3                     2
## 1084                0                15               3                     2
## 1085                0                10               3                     1
## 1086                1                20               3                     1
## 1087                1                 6               3                     2
## 1088                1                 6               1                     2
## 1089                1                 6               3                     2
## 1090                0                 6               3                     2
## 1091                2                 7               3                     2
## 1092                1                15               2                     3
## 1093                3                10               3                     1
## 1094                1                 7               4                     2
## 1095                2                 6               3                     3
## 1096                1                 8               2                     2
## 1097                1                17               2                     2
## 1099                1                 8               3                     2
## 1101                1                21               3                     2
## 1102                2                 8               3                     2
## 1103                1                13               3                     3
## 1104                1                35               3                     2
## 1105                0                 8               3                     2
## 1106                2                 8               2                     1
## 1107                2                 9               2                     2
## 1108                0                10               4                     2
## 1109                0                 7               3                     1
## 1110                1                 6               1                     2
## 1111                1                15               3                     3
## 1112                1                14               1                     2
## 1115                0                25               3                     2
## 1116                1                 8               2                     1
## 1117                0                18               2                     2
## 1118                3                10               3                     3
## 1119                1                24               3                     2
## 1120                2                 8               3                     2
## 1122                0                27               2                     3
## 1123                0                10               3                     1
## 1124                1                22               3                     3
## 1125                0                 2               2                     2
## 1128                1                 9               3                     2
## 1129                0                22               3                     2
## 1130                1                 4               2                     2
## 1131                1                 9               3                     1
## 1132                2                21               3                     2
## 1133                2                10               3                     2
## 1134                0                 4               3                     1
## 1136                2                 6               3                     2
## 1137                1                17               3                     2
## 1138                1                10               3                     1
## 1139                2                17               2                     2
## 1140                1                14               3                     2
## 1141                1                10               3                     2
## 1142                1                10               3                     2
## 1143                0                27               3                     2
## 1144                0                 4               3                     2
## 1145                0                14               3                     1
## 1146                0                 8               3                     2
## 1147                0                 6               4                     2
## 1148                1                 4               2                     2
## 1149                3                 3               3                     2
## 1150                3                11               3                     2
## 1151                3                 4               3                     1
## 1152                0                 8               3                     1
## 1153                0                20               2                     1
## 1155                0                16               2                     2
## 1156                0                21               3                     2
## 1158                1                15               3                     2
## 1159                1                 4               3                     2
## 1160                2                 7               3                     2
## 1162                0                10               4                     2
## 1163                0                11               4                     1
## 1164                0                12               4                     2
## 1166                1                 2               3                     1
## 1167                1                14               3                     2
## 1168                0                 6               3                     2
## 1169                2                 6               2                     2
## 1170                1                 8               2                     2
yesAttritionTrainingDataframe
##      Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 28         Yes              3        2               1                 3
## 29         Yes              3        3               1                 3
## 37         Yes              2        3               1                 3
## 38         Yes              2        2               1                 3
## 47         Yes              1        2               2                 3
## 49         Yes              3        1               2                 3
## 57         Yes              4        1               3                 3
## 60         Yes              1        1               4                 3
## 61         Yes              2        3               4                 3
## 65         Yes              3        1               2                 3
## 73         Yes              2        2               3                 3
## 75         Yes              3        3               2                 3
## 81         Yes              1        2               2                 3
## 88         Yes              2        1               2                 4
## 92         Yes              2        3               1                 3
## 93         Yes              2        1               3                 3
## 109        Yes              3        2               2                 4
## 127        Yes              1        1               1                 4
## 137        Yes              2        1               1                 3
## 139        Yes              3        1               1                 4
## 151        Yes              3        2               1                 3
## 158        Yes              3        4               4                 3
## 162        Yes              2        3               1                 3
## 166        Yes              2        1               3                 3
## 177        Yes              3        5               1                 3
## 178        Yes              3        1               1                 3
## 201        Yes              4        4               2                 3
## 204        Yes              1        1               2                 3
## 207        Yes              1        2               3                 3
## 208        Yes              3        2               1                 3
## 222        Yes              3        2               1                 3
## 233        Yes              1        4               3                 3
## 236        Yes              2        3               3                 3
## 244        Yes              2        1               1                 3
## 254        Yes              4        1               1                 3
## 261        Yes              2        1               4                 3
## 262        Yes              2        1               1                 3
## 263        Yes              3        1               4                 3
## 268        Yes              3        1               2                 3
## 279        Yes              2        2               3                 3
## 287        Yes              3        1               2                 4
## 298        Yes              1        2               3                 4
## 299        Yes              2        1               1                 4
## 300        Yes              1        1               4                 3
## 305        Yes              3        1               3                 4
## 313        Yes              3        1               3                 3
## 332        Yes              1        3               4                 3
## 333        Yes              3        1               2                 3
## 336        Yes              2        2               3                 4
## 339        Yes              3        2               3                 3
## 358        Yes              2        1               2                 3
## 362        Yes              4        1               1                 3
## 363        Yes              1        5               4                 3
## 377        Yes              4        1               1                 3
## 380        Yes              3        1               3                 3
## 385        Yes              3        1               3                 3
## 390        Yes              2        1               2                 3
## 398        Yes              3        1               3                 3
## 415        Yes              1        1               3                 3
## 423        Yes              1        2               3                 3
## 429        Yes              2        1               3                 3
## 433        Yes              2        2               1                 4
## 437        Yes              3        1               3                 3
## 439        Yes              2        1               3                 3
## 443        Yes              3        1               3                 3
## 453        Yes              3        2               4                 3
## 465        Yes              2        1               3                 3
## 469        Yes              1        2               1                 3
## 472        Yes              2        1               4                 4
## 485        Yes              3        3               4                 3
## 486        Yes              3        2               4                 3
## 487        Yes              3        1               4                 3
## 489        Yes              2        3               3                 3
## 501        Yes              2        3               1                 3
## 502        Yes              2        1               3                 3
## 503        Yes              3        1               3                 3
## 507        Yes              3        1               3                 3
## 510        Yes              3        5               3                 3
## 517        Yes              2        1               2                 3
## 520        Yes              3        1               4                 3
## 522        Yes              3        1               2                 3
## 530        Yes              3        1               2                 3
## 535        Yes              1        1               1                 3
## 539        Yes              3        1               2                 3
## 568        Yes              2        2               1                 3
## 572        Yes              3        1               4                 3
## 588        Yes              2        1               1                 4
## 592        Yes              2        2               2                 4
## 593        Yes              3        1               3                 3
## 600        Yes              3        1               4                 3
## 605        Yes              1        1               2                 3
## 613        Yes              3        1               1                 4
## 614        Yes              2        1               2                 3
## 621        Yes              2        1               4                 3
## 625        Yes              2        1               1                 3
## 640        Yes              3        1               1                 3
## 644        Yes              1        1               1                 4
## 645        Yes              2        1               1                 3
## 647        Yes              3        1               3                 3
## 650        Yes              3        1               1                 3
## 655        Yes              2        1               3                 3
## 668        Yes              1        1               4                 3
## 669        Yes              3        2               3                 3
## 674        Yes              3        1               2                 3
## 687        Yes              3        3               4                 3
## 689        Yes              2        1               4                 4
## 692        Yes              3        3               2                 3
## 694        Yes              3        1               4                 4
## 699        Yes              3        1               4                 3
## 704        Yes              3        1               2                 3
## 716        Yes              1        1               3                 3
## 719        Yes              3        2               4                 4
## 729        Yes              1        1               4                 3
## 732        Yes              3        2               3                 3
## 733        Yes              2        1               2                 3
## 734        Yes              4        2               3                 3
## 747        Yes              2        1               1                 3
## 751        Yes              3        1               4                 3
## 752        Yes              3        1               2                 3
## 754        Yes              3        3               2                 4
## 760        Yes              1        5               2                 3
## 761        Yes              2        1               1                 4
## 774        Yes              2        1               3                 3
## 780        Yes              3        1               4                 3
## 781        Yes              3        1               2                 4
## 788        Yes              2        2               2                 3
## 796        Yes              3        1               1                 3
## 798        Yes              3        1               1                 3
## 799        Yes              2        1               2                 4
## 804        Yes              3        3               1                 4
## 820        Yes              3        2               3                 3
## 824        Yes              3        1               3                 3
## 827        Yes              3        3               3                 3
## 832        Yes              3        1               3                 3
## 841        Yes              3        1               3                 3
## 849        Yes              2        2               3                 3
## 851        Yes              1        2               3                 3
## 857        Yes              3        1               1                 3
## 860        Yes              3        3               4                 3
## 863        Yes              4        2               4                 3
## 873        Yes              4        4               3                 3
## 876        Yes              3        2               4                 3
## 878        Yes              2        1               3                 4
## 881        Yes              3        3               4                 3
## 886        Yes              3        2               3                 3
## 893        Yes              2        3               4                 3
## 897        Yes              3        3               1                 4
## 909        Yes              3        1               3                 3
## 923        Yes              3        2               3                 3
## 934        Yes              2        1               4                 3
## 935        Yes              3        1               1                 3
## 936        Yes              3        1               1                 3
## 938        Yes              1        3               4                 3
## 941        Yes              3        1               1                 3
## 947        Yes              3        1               2                 3
## 949        Yes              3        1               3                 3
## 950        Yes              4        2               3                 3
## 960        Yes              3        5               2                 3
## 970        Yes              3        1               2                 3
## 976        Yes              2        1               4                 3
## 978        Yes              3        1               1                 3
## 986        Yes              4        1               3                 3
## 987        Yes              2        1               4                 3
## 1000       Yes              3        1               4                 4
## 1011       Yes              3        3               3                 3
## 1014       Yes              3        2               1                 3
## 1015       Yes              2        2               1                 3
## 1029       Yes              3        2               3                 3
## 1030       Yes              2        3               1                 3
## 1036       Yes              3        1               3                 3
## 1041       Yes              2        1               2                 3
## 1046       Yes              2        1               2                 3
## 1047       Yes              3        2               2                 3
## 1049       Yes              3        1               3                 3
## 1050       Yes              1        2               4                 3
## 1051       Yes              2        3               4                 3
## 1056       Yes              3        1               1                 3
## 1064       Yes              3        1               4                 4
## 1083       Yes              3        1               1                 3
## 1098       Yes              2        1               4                 3
## 1100       Yes              3        2               1                 3
## 1113       Yes              3        3               3                 3
## 1114       Yes              3        2               3                 3
## 1121       Yes              2        3               1                 3
## 1126       Yes              1        1               1                 4
## 1127       Yes              3        1               3                 3
## 1135       Yes              3        1               1                 4
## 1154       Yes              3        1               4                 3
## 1157       Yes              2        1               3                 3
## 1161       Yes              3        1               3                 3
## 1165       Yes              2        1               3                 3
##      StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 28                  0                 6               3                     2
## 29                  0                15               2                     2
## 37                  0                15               3                     2
## 38                  3                16               3                     2
## 47                  0                10               3                     2
## 49                  0                 0               3                     1
## 57                  0                 7               3                     1
## 60                  0                 1               3                     1
## 61                  1                16               3                     2
## 65                  1                 1               1                     2
## 73                  0                 8               3                     2
## 75                  0                10               2                     2
## 81                  0                15               1                     2
## 88                  1                 5               1                     2
## 92                  1                11               1                     2
## 93                  0                 7               3                     2
## 109                 1                13               4                     2
## 127                 0                10               3                     1
## 137                 1                 1               3                     2
## 139                 0                 8               1                     2
## 151                 0                 9               1                     2
## 158                 3                21               3                     1
## 162                 0                10               2                     3
## 166                 0                 2               2                     2
## 177                 1                24               3                     2
## 178                 1                 6               3                     1
## 201                 0                22               2                     3
## 204                 0                10               3                     2
## 207                 0                 7               2                     2
## 208                 0                17               3                     2
## 222                 2                 5               3                     1
## 233                 0                25               1                     1
## 236                 0                17               1                     2
## 244                 0                 6               3                     2
## 254                 0                 2               3                     2
## 261                 0                 3               4                     1
## 262                 0                11               1                     2
## 263                 1                 8               1                     2
## 268                 0                 1               3                     2
## 279                 0                 6               3                     2
## 287                 0                 1               3                     2
## 298                 0                 9               3                     1
## 299                 0                 4               3                     3
## 300                 0                 5               2                     2
## 305                 0                 7               3                     2
## 313                 0                 7               1                     1
## 332                 0                14               2                     2
## 333                 3                 6               2                     1
## 336                 0                14               3                     1
## 339                 0                 5               3                     1
## 358                 0                 6               4                     2
## 362                 0                 1               3                     1
## 363                 1                33               3                     2
## 377                 0                18               3                     2
## 380                 0                 7               3                     2
## 385                 3                18               4                     2
## 390                 0                 3               3                     1
## 398                 0                 2               3                     2
## 415                 1                 3               2                     1
## 423                 0                12               2                     2
## 429                 0                 4               1                     2
## 433                 0                20               3                     1
## 437                 0                 5               2                     2
## 439                 0                 3               3                     2
## 443                 0                 5               1                     2
## 453                 0                10               3                     2
## 465                 1                 6               3                     1
## 469                 0                 7               3                     3
## 472                 0                 1               2                     1
## 485                 1                40               2                     2
## 486                 0                 8               1                     2
## 487                 0                 1               2                     2
## 489                 0                23               3                     2
## 501                 0                31               2                     2
## 502                 0                 6               3                     2
## 503                 2                19               3                     1
## 507                 0                 1               3                     2
## 510                 0                23               3                     2
## 517                 3                 1               3                     2
## 520                 0                 5               3                     2
## 522                 3                 1               3                     2
## 530                 3                 7               3                     2
## 535                 0                 7               2                     2
## 539                 0                 6               3                     2
## 568                 1                10               3                     2
## 572                 0                 1               2                     2
## 588                 0                10               3                     2
## 592                 0                16               4                     2
## 593                 1                 5               4                     1
## 600                 1                 6               2                     2
## 605                 0                 2               3                     2
## 613                 0                13               4                     2
## 614                 0                 1               4                     2
## 621                 0                 1               3                     1
## 625                 0                 8               2                     1
## 640                 1                 5               3                     2
## 644                 1                 5               3                     3
## 645                 1                 5               1                     3
## 647                 0                 0               3                     3
## 650                 0                10               1                     2
## 655                 0                 4               3                     1
## 668                 3                 8               3                     2
## 669                 1                10               3                     2
## 674                 1                10               2                     1
## 687                 0                 9               3                     1
## 689                 0                 1               2                     2
## 692                 1                10               2                     3
## 694                 0                 3               3                     1
## 699                 0                 0               4                     1
## 704                 0                 6               3                     2
## 716                 1                 1               3                     2
## 719                 0                13               4                     1
## 729                 0                 1               1                     2
## 732                 0                12               2                     2
## 733                 0                 1               3                     1
## 734                 0                 6               3                     3
## 747                 3                 4               3                     2
## 751                 0                 2               3                     1
## 752                 0                 3               4                     1
## 754                 3                14               3                     2
## 760                 0                26               3                     2
## 761                 0                 3               3                     2
## 774                 1                 2               2                     2
## 780                 3                 4               4                     2
## 781                 0                 4               2                     2
## 788                 0                11               2                     2
## 796                 0                10               3                     1
## 798                 0                 1               3                     2
## 799                 0                 1               4                     3
## 804                 0                 9               3                     2
## 820                 0                 6               3                     2
## 824                 1                 2               2                     1
## 827                 3                10               3                     2
## 832                 0                 0               2                     2
## 841                 0                 0               3                     2
## 849                 2                 8               3                     2
## 851                 1                 4               3                     2
## 857                 0                 8               3                     2
## 860                 1                10               3                     2
## 863                 0                 9               2                     3
## 873                 0                24               2                     2
## 876                 1                19               4                     2
## 878                 0                 2               1                     1
## 881                 1                28               4                     2
## 886                 1                 4               4                     2
## 893                 0                 9               3                     2
## 897                 0                11               2                     2
## 909                 0                 2               2                     2
## 923                 1                 9               2                     2
## 934                 1                 3               2                     1
## 935                 0                 1               3                     2
## 936                 0                 4               2                     1
## 938                 0                18               3                     1
## 941                 0                15               1                     2
## 947                 0                 1               3                     2
## 949                 1                 8               2                     1
## 950                 0                 8               3                     1
## 960                 0                40               3                     2
## 970                 1                 5               3                     2
## 976                 0                 4               2                     2
## 978                 0                 6               3                     2
## 986                 0                 8               3                     1
## 987                 1                 1               3                     1
## 1000                0                 1               1                     2
## 1011                2                17               3                     1
## 1014                1                11               2                     1
## 1015                0                 9               2                     1
## 1029                0                 4               3                     2
## 1030                1                24               3                     2
## 1036                0                 1               3                     2
## 1041                0                 6               4                     1
## 1046                2                 1               3                     1
## 1047                2                 7               3                     2
## 1049                0                 8               3                     2
## 1050                2                 7               2                     2
## 1051                1                34               3                     2
## 1056                1                 6               3                     2
## 1064                1                 3               3                     2
## 1083                1                 1               2                     1
## 1098                1                 6               2                     1
## 1100                0                10               1                     2
## 1113                0                15               4                     2
## 1114                1                18               3                     1
## 1121                1                20               3                     2
## 1126                0                 1               4                     1
## 1127                1                 6               3                     1
## 1135                0                10               4                     2
## 1154                0                 1               2                     2
## 1157                3                 5               3                     2
## 1161                0                 6               3                     2
## 1165                1                 8               3                     1
# for(i in 2:length(columnCombinations)){
#   resultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
#   columnCombinationsMatrix = combn(columnCombinations, i)
#   for(j in 1:ncol(columnCombinationsMatrix)){
#     for(k in 1:maxKvalue){
#       iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
#       for(l in 1:iterations){
#         trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
#         trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
# 
#         classifications = knn.cv(trainingDataSet[,columnCombinationsMatrix[,j]], trainingDataSet$Attrition, k=k, prob = TRUE)
#         iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[2], k, paste(columnCombinationsMatrix[,j], collapse = " "))
#       }
#       # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
#       resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), k, paste(columnCombinationsMatrix[,j], collapse = " "))
#     }
#   }
#   fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/KnnResults/Results1/Results", i, ".csv", sep="")
#   write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
# 
# resultsDataframe
# iterations = 20
# 
# columnCombinations = c(2,3,4,5,6,7,8,9)
# 
# for(i in 2:length(columnCombinations)){
#   resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
#   columnCombinationsMatrix = combn(columnCombinations, i)
#   for(j in 1:ncol(columnCombinationsMatrix)){
#     iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
#     for(l in 1:iterations){
#       trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
#       trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
# 
#       model = naiveBayes(trainingDataSet[, columnCombinationsMatrix[,j]], trainingDataSet$Attrition, laplace = 1)
#       iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinationsMatrix[,j], collapse = " "))
#     }
#     # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
#     resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinationsMatrix[,j], collapse = " "))
#   }
#   fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/NaiveBayesResults/Results1/Results", i, ".csv", sep="")
#   write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
# 
# resultsDataframe
# iterations = 250
# trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
# columnCombinations = c(2, 4, 6, 7, 9)
# 
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# for(l in 1:iterations){
#   trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
#   trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
# 
#   model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
#   iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinations, collapse = " "))
# }
#   # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
#   resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinations, collapse = " "))
# 
# resultsDataframe
noAttritionDataframe
##       ID Age    BusinessTravel DailyRate             Department
## 1   1171  35     Travel_Rarely       750 Research & Development
## 2   1172  33     Travel_Rarely       147        Human Resources
## 3   1173  26     Travel_Rarely      1330 Research & Development
## 4   1174  55     Travel_Rarely      1311 Research & Development
## 5   1175  29     Travel_Rarely      1246                  Sales
## 6   1176  51 Travel_Frequently      1456 Research & Development
## 7   1177  52        Non-Travel       585                  Sales
## 8   1178  39     Travel_Rarely      1387 Research & Development
## 9   1179  31     Travel_Rarely      1062 Research & Development
## 10  1180  31 Travel_Frequently       534 Research & Development
## 11  1181  40 Travel_Frequently      1469 Research & Development
## 12  1182  31     Travel_Rarely      1082 Research & Development
## 13  1183  33        Non-Travel       775 Research & Development
## 14  1184  50     Travel_Rarely       691 Research & Development
## 15  1185  33     Travel_Rarely       516 Research & Development
## 16  1186  42        Non-Travel       335 Research & Development
## 17  1187  33     Travel_Rarely       575 Research & Development
## 18  1188  29     Travel_Rarely       694 Research & Development
## 19  1189  55     Travel_Rarely       436                  Sales
## 20  1190  49     Travel_Rarely      1184                  Sales
## 21  1191  32     Travel_Rarely       267 Research & Development
## 22  1192  50     Travel_Rarely      1126 Research & Development
## 23  1193  54     Travel_Rarely       157 Research & Development
## 24  1194  24 Travel_Frequently       897        Human Resources
## 25  1195  45     Travel_Rarely      1038 Research & Development
## 26  1196  36        Non-Travel       635                  Sales
## 27  1197  41        Non-Travel       552        Human Resources
## 28  1198  21     Travel_Rarely      1343                  Sales
## 29  1199  36     Travel_Rarely       335                  Sales
## 30  1200  30 Travel_Frequently       109 Research & Development
## 31  1201  35 Travel_Frequently       146 Research & Development
## 32  1202  46     Travel_Rarely       717 Research & Development
## 33  1203  39     Travel_Rarely       903                  Sales
## 34  1204  35     Travel_Rarely       185 Research & Development
## 35  1205  21     Travel_Rarely      1334 Research & Development
## 36  1206  30     Travel_Rarely      1358                  Sales
## 37  1207  42 Travel_Frequently       555                  Sales
## 38  1208  45 Travel_Frequently      1297 Research & Development
## 39  1209  39 Travel_Frequently       672 Research & Development
## 40  1210  48     Travel_Rarely       715 Research & Development
## 41  1211  38     Travel_Rarely       364 Research & Development
## 42  1212  21     Travel_Rarely       546 Research & Development
## 43  1213  55     Travel_Rarely       836 Research & Development
## 44  1214  59     Travel_Rarely      1429 Research & Development
## 45  1215  58     Travel_Rarely      1145 Research & Development
## 46  1216  49 Travel_Frequently      1064 Research & Development
## 47  1217  52     Travel_Rarely      1490 Research & Development
## 48  1218  37     Travel_Rarely       589                  Sales
## 49  1219  37        Non-Travel      1413 Research & Development
## 50  1220  26 Travel_Frequently       921 Research & Development
## 51  1221  52     Travel_Rarely       621                  Sales
## 52  1222  33 Travel_Frequently      1392 Research & Development
## 53  1223  32        Non-Travel       300 Research & Development
## 54  1224  51     Travel_Rarely      1178                  Sales
## 55  1225  39     Travel_Rarely      1329                  Sales
## 56  1226  39 Travel_Frequently      1218 Research & Development
## 57  1227  33     Travel_Rarely       527 Research & Development
## 58  1228  30        Non-Travel      1400 Research & Development
## 59  1229  30     Travel_Rarely       979                  Sales
## 60  1230  44     Travel_Rarely       986 Research & Development
## 61  1231  40     Travel_Rarely      1398                  Sales
## 62  1232  31     Travel_Rarely       741 Research & Development
## 63  1233  20     Travel_Rarely      1097 Research & Development
## 64  1234  42 Travel_Frequently       481                  Sales
## 65  1235  32     Travel_Rarely       495 Research & Development
## 66  1236  33     Travel_Rarely       118                  Sales
## 67  1237  53     Travel_Rarely       102 Research & Development
## 68  1238  33 Travel_Frequently      1111                  Sales
## 69  1239  24 Travel_Frequently       535                  Sales
## 70  1240  42     Travel_Rarely       603 Research & Development
## 71  1241  35     Travel_Rarely       755 Research & Development
## 72  1242  44     Travel_Rarely       200 Research & Development
## 73  1243  54     Travel_Rarely       376 Research & Development
## 74  1244  37     Travel_Rarely       783 Research & Development
## 75  1245  43 Travel_Frequently       422 Research & Development
## 76  1246  28     Travel_Rarely       640 Research & Development
## 77  1247  57     Travel_Rarely       593 Research & Development
## 78  1248  30 Travel_Frequently      1312 Research & Development
## 79  1249  36 Travel_Frequently       469 Research & Development
## 80  1250  36     Travel_Rarely      1041        Human Resources
## 81  1251  34     Travel_Rarely       285 Research & Development
## 82  1252  34     Travel_Rarely       216                  Sales
## 83  1253  41     Travel_Rarely      1411 Research & Development
## 84  1254  34 Travel_Frequently       648        Human Resources
## 85  1255  55     Travel_Rarely       147 Research & Development
## 86  1256  52 Travel_Frequently       322 Research & Development
## 87  1257  34     Travel_Rarely       419 Research & Development
## 88  1258  52        Non-Travel       771                  Sales
## 89  1259  49     Travel_Rarely      1261 Research & Development
## 90  1260  26     Travel_Rarely      1146                  Sales
## 91  1261  44     Travel_Rarely       921 Research & Development
## 92  1262  39        Non-Travel       792 Research & Development
## 93  1263  27     Travel_Rarely      1054 Research & Development
## 94  1264  50 Travel_Frequently      1115 Research & Development
## 95  1265  40     Travel_Rarely       118                  Sales
## 96  1266  39 Travel_Frequently       766                  Sales
## 97  1267  60     Travel_Rarely       370 Research & Development
## 98  1268  39     Travel_Rarely       867 Research & Development
## 99  1269  29     Travel_Rarely       992 Research & Development
## 100 1270  31     Travel_Rarely       202 Research & Development
## 101 1271  41     Travel_Rarely       896                  Sales
## 102 1272  30        Non-Travel       829 Research & Development
## 103 1273  25     Travel_Rarely      1219 Research & Development
## 104 1274  53     Travel_Rarely      1070 Research & Development
## 105 1275  30 Travel_Frequently       448                  Sales
## 106 1276  26     Travel_Rarely      1066 Research & Development
## 107 1277  36 Travel_Frequently      1302 Research & Development
## 108 1278  31     Travel_Rarely      1079                  Sales
## 109 1279  37     Travel_Rarely       807        Human Resources
## 110 1280  54        Non-Travel       142        Human Resources
## 111 1281  35 Travel_Frequently       662                  Sales
## 112 1282  35     Travel_Rarely      1296 Research & Development
## 113 1283  37     Travel_Rarely       367 Research & Development
## 114 1284  38     Travel_Rarely      1084 Research & Development
## 115 1285  58     Travel_Rarely       605                  Sales
## 116 1286  43 Travel_Frequently       775                  Sales
## 117 1287  30     Travel_Rarely      1465 Research & Development
## 118 1288  29     Travel_Rarely       121                  Sales
## 119 1289  24        Non-Travel      1092 Research & Development
## 120 1290  58     Travel_Rarely       682                  Sales
## 121 1291  38     Travel_Rarely      1321                  Sales
## 122 1292  52     Travel_Rarely       319 Research & Development
## 123 1293  50     Travel_Rarely       264                  Sales
## 124 1294  36 Travel_Frequently       884 Research & Development
## 125 1295  36 Travel_Frequently       607                  Sales
## 126 1296  53     Travel_Rarely       868                  Sales
## 127 1297  29     Travel_Rarely      1396                  Sales
## 128 1298  50     Travel_Rarely      1099 Research & Development
## 129 1299  54     Travel_Rarely       821 Research & Development
## 130 1300  36        Non-Travel       894 Research & Development
## 131 1301  56     Travel_Rarely       310 Research & Development
## 132 1302  44     Travel_Rarely       136 Research & Development
## 133 1303  49     Travel_Rarely      1091 Research & Development
## 134 1304  32     Travel_Rarely       414                  Sales
## 135 1305  55     Travel_Rarely       111                  Sales
## 136 1306  35     Travel_Rarely      1315 Research & Development
## 137 1307  36     Travel_Rarely      1425 Research & Development
## 138 1308  42     Travel_Rarely      1210 Research & Development
## 139 1309  27        Non-Travel      1277 Research & Development
## 140 1310  46        Non-Travel       849                  Sales
## 141 1311  45     Travel_Rarely       194 Research & Development
## 142 1312  42 Travel_Frequently       570 Research & Development
## 143 1313  40     Travel_Rarely       448 Research & Development
## 144 1314  32     Travel_Rarely       120 Research & Development
## 145 1315  45     Travel_Rarely       538 Research & Development
## 146 1316  41 Travel_Frequently       143                  Sales
## 147 1317  42     Travel_Rarely       188 Research & Development
## 148 1318  31 Travel_Frequently       667                  Sales
## 149 1319  28     Travel_Rarely      1117 Research & Development
## 150 1320  55     Travel_Rarely       685                  Sales
## 151 1321  33     Travel_Rarely       832 Research & Development
## 152 1322  53     Travel_Rarely       346 Research & Development
## 153 1323  40 Travel_Frequently       530 Research & Development
## 154 1324  30     Travel_Rarely      1092 Research & Development
## 155 1325  40     Travel_Rarely       804 Research & Development
## 156 1326  31     Travel_Rarely       329 Research & Development
## 157 1327  34        Non-Travel       999 Research & Development
## 158 1328  40     Travel_Rarely       299                  Sales
## 159 1329  21     Travel_Rarely       391 Research & Development
## 160 1330  35        Non-Travel      1097 Research & Development
## 161 1331  40     Travel_Rarely       369 Research & Development
## 162 1332  28     Travel_Rarely      1083 Research & Development
## 163 1333  34     Travel_Rarely       699 Research & Development
## 164 1334  29     Travel_Rarely       806 Research & Development
## 165 1335  42     Travel_Rarely      1265 Research & Development
## 166 1336  29     Travel_Rarely      1283 Research & Development
## 167 1337  51 Travel_Frequently       237                  Sales
## 168 1338  27        Non-Travel       210                  Sales
## 169 1339  50     Travel_Rarely      1207 Research & Development
## 170 1340  35     Travel_Rarely       195                  Sales
## 171 1341  25     Travel_Rarely       180 Research & Development
## 172 1342  44     Travel_Rarely       935 Research & Development
## 173 1343  27     Travel_Rarely       975 Research & Development
## 174 1344  38     Travel_Rarely      1380 Research & Development
## 175 1345  27     Travel_Rarely      1469 Research & Development
## 176 1346  49 Travel_Frequently       279 Research & Development
## 177 1347  49     Travel_Rarely      1418 Research & Development
## 178 1348  35     Travel_Rarely      1349 Research & Development
## 179 1349  44     Travel_Rarely      1315 Research & Development
## 180 1350  44     Travel_Rarely      1448                  Sales
## 181 1351  26 Travel_Frequently       575 Research & Development
## 182 1352  43     Travel_Rarely      1273 Research & Development
## 183 1353  50     Travel_Rarely       328 Research & Development
## 184 1354  41     Travel_Rarely       930                  Sales
## 185 1355  43     Travel_Rarely       982 Research & Development
## 186 1356  53     Travel_Rarely       238                  Sales
## 187 1357  45     Travel_Rarely      1005 Research & Development
## 188 1358  20     Travel_Rarely       805 Research & Development
## 189 1359  54 Travel_Frequently       966 Research & Development
## 190 1360  39     Travel_Rarely       524 Research & Development
## 191 1361  30     Travel_Rarely      1334                  Sales
## 192 1362  39     Travel_Rarely       170 Research & Development
## 193 1363  35     Travel_Rarely       819 Research & Development
## 194 1364  38 Travel_Frequently      1186 Research & Development
## 195 1365  25     Travel_Rarely       622                  Sales
## 196 1366  29     Travel_Rarely       738 Research & Development
## 197 1367  34 Travel_Frequently       988        Human Resources
## 198 1368  31        Non-Travel       979 Research & Development
## 199 1369  51     Travel_Rarely       770        Human Resources
## 200 1370  54     Travel_Rarely       155 Research & Development
## 201 1371  41 Travel_Frequently       840 Research & Development
## 202 1372  28     Travel_Rarely      1181 Research & Development
## 203 1373  39     Travel_Rarely      1431 Research & Development
## 204 1374  36     Travel_Rarely       363 Research & Development
## 205 1375  53        Non-Travel       661 Research & Development
## 206 1376  31     Travel_Rarely       140 Research & Development
## 207 1377  28     Travel_Rarely       304                  Sales
## 208 1378  33        Non-Travel      1283                  Sales
## 209 1379  38     Travel_Rarely       437                  Sales
## 210 1380  50     Travel_Rarely       854                  Sales
## 211 1381  26 Travel_Frequently       575 Research & Development
## 212 1382  45     Travel_Rarely       549 Research & Development
## 213 1383  38 Travel_Frequently       240 Research & Development
## 214 1384  32     Travel_Rarely       638 Research & Development
## 215 1385  42     Travel_Rarely       201 Research & Development
## 216 1386  34     Travel_Rarely      1440                  Sales
## 217 1387  29     Travel_Rarely       598 Research & Development
## 218 1388  31     Travel_Rarely       330 Research & Development
## 219 1389  23     Travel_Rarely      1309 Research & Development
## 220 1390  36        Non-Travel       217 Research & Development
## 221 1391  30     Travel_Rarely       570                  Sales
## 222 1392  29     Travel_Rarely      1090                  Sales
## 223 1393  42     Travel_Rarely       532 Research & Development
## 224 1394  51     Travel_Rarely       684 Research & Development
## 225 1395  22     Travel_Rarely      1230 Research & Development
## 226 1396  35     Travel_Rarely      1276 Research & Development
## 227 1397  35 Travel_Frequently       482 Research & Development
## 228 1398  35 Travel_Frequently      1199 Research & Development
## 229 1399  40     Travel_Rarely      1124                  Sales
## 230 1400  37     Travel_Rarely      1107 Research & Development
## 231 1401  35     Travel_Rarely       104 Research & Development
## 232 1402  25     Travel_Rarely       141                  Sales
## 233 1403  44     Travel_Rarely      1199 Research & Development
## 234 1404  35     Travel_Rarely       144 Research & Development
## 235 1405  31 Travel_Frequently       754                  Sales
## 236 1406  35     Travel_Rarely      1258 Research & Development
## 237 1407  33     Travel_Rarely       924 Research & Development
## 238 1408  29     Travel_Rarely       441 Research & Development
## 239 1409  55     Travel_Rarely       452 Research & Development
## 240 1410  55     Travel_Rarely      1117                  Sales
## 241 1411  22     Travel_Rarely       581 Research & Development
## 242 1412  32        Non-Travel       953 Research & Development
## 243 1413  50     Travel_Rarely      1464 Research & Development
## 244 1414  36     Travel_Rarely      1174                  Sales
## 245 1415  40 Travel_Frequently      1395 Research & Development
## 246 1416  33 Travel_Frequently       827 Research & Development
## 247 1417  31 Travel_Frequently       523 Research & Development
## 248 1418  26     Travel_Rarely       991 Research & Development
## 249 1419  31 Travel_Frequently      1445 Research & Development
## 250 1420  35     Travel_Rarely       735 Research & Development
## 251 1421  33     Travel_Rarely      1017 Research & Development
## 252 1422  41        Non-Travel       247 Research & Development
## 253 1423  41     Travel_Rarely       427        Human Resources
## 254 1424  27        Non-Travel       443 Research & Development
## 255 1425  46     Travel_Rarely       406                  Sales
## 256 1426  50     Travel_Rarely      1046 Research & Development
## 257 1427  45 Travel_Frequently      1199 Research & Development
## 258 1428  30        Non-Travel       879 Research & Development
## 259 1429  26     Travel_Rarely       950                  Sales
## 260 1430  40     Travel_Rarely      1137 Research & Development
## 261 1431  55     Travel_Rarely      1136 Research & Development
## 262 1432  31        Non-Travel       587                  Sales
## 263 1433  33        Non-Travel       722                  Sales
## 264 1434  50 Travel_Frequently       878                  Sales
## 265 1435  24        Non-Travel       673 Research & Development
## 266 1436  45     Travel_Rarely       950 Research & Development
## 267 1437  53     Travel_Rarely      1395 Research & Development
## 268 1438  31     Travel_Rarely       525                  Sales
## 269 1439  39        Non-Travel       592 Research & Development
## 270 1440  35     Travel_Rarely       583 Research & Development
## 271 1441  38     Travel_Rarely       723                  Sales
## 272 1442  23     Travel_Rarely      1243 Research & Development
## 273 1443  31        Non-Travel       325 Research & Development
## 274 1444  21     Travel_Rarely       156                  Sales
## 275 1445  19     Travel_Rarely       489        Human Resources
## 276 1446  29     Travel_Rarely       592 Research & Development
## 277 1447  26 Travel_Frequently      1283                  Sales
## 278 1448  43     Travel_Rarely       574 Research & Development
## 279 1449  32     Travel_Rarely       371                  Sales
## 280 1450  22     Travel_Rarely       534 Research & Development
## 281 1451  28     Travel_Rarely      1404 Research & Development
## 282 1452  29 Travel_Frequently       806 Research & Development
## 283 1453  54     Travel_Rarely      1082                  Sales
## 284 1454  56 Travel_Frequently      1240 Research & Development
## 285 1455  29 Travel_Frequently       115                  Sales
## 286 1456  23     Travel_Rarely      1320 Research & Development
## 287 1457  41     Travel_Rarely      1085 Research & Development
## 288 1458  27     Travel_Rarely      1220 Research & Development
## 289 1459  44 Travel_Frequently       920 Research & Development
## 290 1460  22     Travel_Rarely       604 Research & Development
## 291 1461  44     Travel_Rarely       625 Research & Development
## 292 1462  37     Travel_Rarely       571 Research & Development
## 293 1463  30     Travel_Rarely       241 Research & Development
## 294 1464  49 Travel_Frequently      1023                  Sales
## 295 1465  26     Travel_Rarely       474 Research & Development
## 296 1466  36     Travel_Rarely       938 Research & Development
## 297 1467  32     Travel_Rarely      1093                  Sales
## 298 1468  26     Travel_Rarely      1357 Research & Development
## 299 1469  45     Travel_Rarely       252 Research & Development
## 300 1470  47     Travel_Rarely       249                  Sales
##     DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1                 28         3    Life Sciences             1           1596
## 2                  2         3  Human Resources             1           1207
## 3                 21         3          Medical             1           1107
## 4                  2         3    Life Sciences             1            505
## 5                 19         3    Life Sciences             1           1497
## 6                  1         4          Medical             1            145
## 7                 29         4    Life Sciences             1           2019
## 8                 10         5          Medical             1           1618
## 9                 24         3          Medical             1           1252
## 10                20         3    Life Sciences             1            587
## 11                 9         4          Medical             1            964
## 12                 1         4          Medical             1             95
## 13                 4         3 Technical Degree             1           1771
## 14                 2         3          Medical             1            815
## 15                 8         5    Life Sciences             1           1515
## 16                23         2    Life Sciences             1           1976
## 17                25         3    Life Sciences             1           1545
## 18                 1         3    Life Sciences             1           1264
## 19                 2         1          Medical             1            842
## 20                11         3        Marketing             1            840
## 21                29         4    Life Sciences             1           2010
## 22                 1         2          Medical             1            997
## 23                10         3          Medical             1           1980
## 24                10         3          Medical             1           1746
## 25                20         3          Medical             1           1460
## 26                10         4          Medical             1            592
## 27                 4         3  Human Resources             1           1722
## 28                22         1 Technical Degree             1            669
## 29                17         2        Marketing             1           1908
## 30                 5         3          Medical             1           1017
## 31                 2         4          Medical             1           1704
## 32                13         4    Life Sciences             1           1727
## 33                 2         5    Life Sciences             1            985
## 34                23         4          Medical             1           1826
## 35                10         3    Life Sciences             1           1079
## 36                16         1    Life Sciences             1           1479
## 37                26         3        Marketing             1            404
## 38                 1         4          Medical             1           1922
## 39                 7         2          Medical             1            444
## 40                 1         3    Life Sciences             1           1263
## 41                 3         5 Technical Degree             1            193
## 42                 5         1          Medical             1           1623
## 43                 8         3          Medical             1             84
## 44                18         4          Medical             1           1283
## 45                 9         3          Medical             1            214
## 46                 2         1    Life Sciences             1           1941
## 47                 4         2    Life Sciences             1            546
## 48                 9         2        Marketing             1           1787
## 49                 5         2 Technical Degree             1           1440
## 50                 1         1          Medical             1           1068
## 51                 3         4        Marketing             1            776
## 52                 3         4    Life Sciences             1              5
## 53                 1         3    Life Sciences             1            882
## 54                14         2    Life Sciences             1            500
## 55                 4         4    Life Sciences             1            182
## 56                 1         1    Life Sciences             1            531
## 57                 1         4            Other             1            780
## 58                 3         3    Life Sciences             1            562
## 59                15         2        Marketing             1           1754
## 60                 8         4    Life Sciences             1            874
## 61                 2         4    Life Sciences             1            558
## 62                 2         4    Life Sciences             1           1721
## 63                11         3          Medical             1           1016
## 64                12         3    Life Sciences             1           1167
## 65                10         3          Medical             1           1516
## 66                16         3        Marketing             1            819
## 67                23         4    Life Sciences             1            901
## 68                 5         1    Life Sciences             1           1395
## 69                24         3          Medical             1            632
## 70                 7         4          Medical             1           1292
## 71                 9         4    Life Sciences             1            496
## 72                29         4            Other             1           1225
## 73                19         4          Medical             1            799
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## 298               25         3    Life Sciences             1             55
## 299                1         3            Other             1            336
## 300                2         2        Marketing             1            903
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## 5                         3   Male         77              2        2
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##                       JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1       Laboratory Technician               3       Married          3407
## 2             Human Resources               3       Married          3600
## 3       Laboratory Technician               3      Divorced          2377
## 4                     Manager               4        Single         16659
## 5             Sales Executive               3      Divorced          8620
## 6   Healthcare Representative               1        Single          7484
## 7        Sales Representative               4      Divorced          3482
## 8      Manufacturing Director               1       Married          5377
## 9   Healthcare Representative               1        Single          6812
## 10  Healthcare Representative               3       Married          9824
## 11         Research Scientist               2      Divorced          3617
## 12         Research Scientist               2        Single          2501
## 13         Research Scientist               2      Divorced          3055
## 14          Research Director               3       Married         17639
## 15  Healthcare Representative               3        Single          6388
## 16         Research Scientist               3        Single          4332
## 17     Manufacturing Director               2        Single          4320
## 18          Research Director               4      Divorced         16124
## 19            Sales Executive               4        Single          5160
## 20            Sales Executive               4       Married          7654
## 21      Laboratory Technician               2        Single          2837
## 22          Research Director               4      Divorced         17399
## 23     Manufacturing Director               1        Single          4440
## 24            Human Resources               4       Married          2145
## 25  Healthcare Representative               1      Divorced         10851
## 26            Sales Executive               4        Single          9980
## 27            Human Resources               2       Married          6430
## 28       Sales Representative               3        Single          3447
## 29            Sales Executive               2       Married          5507
## 30      Laboratory Technician               2        Single          2422
## 31         Research Scientist               4        Single          4930
## 32  Healthcare Representative               2        Single          5562
## 33            Sales Executive               3        Single          7880
## 34      Laboratory Technician               3       Married          2705
## 35      Laboratory Technician               1        Single          1416
## 36            Sales Executive               3       Married          5301
## 37            Sales Executive               2       Married         13525
## 38  Healthcare Representative               3        Single          5399
## 39                    Manager               4       Married         19272
## 40          Research Director               4        Single         18265
## 41         Research Scientist               3        Single          4317
## 42         Research Scientist               4        Single          3117
## 43                    Manager               3      Divorced         14756
## 44     Manufacturing Director               4        Single         10512
## 45         Research Scientist               2       Married          3346
## 46          Research Director               4       Married         19161
## 47                    Manager               4       Married         16555
## 48            Sales Executive               2       Married          4189
## 49      Laboratory Technician               3        Single          3500
## 50         Research Scientist               3      Divorced          2007
## 51                    Manager               1       Married         16856
## 52         Research Scientist               3       Married          2909
## 53      Laboratory Technician               4      Divorced          2314
## 54            Sales Executive               4       Married          4936
## 55            Sales Executive               3       Married          5902
## 56                    Manager               3      Divorced         19197
## 57         Research Scientist               4        Single          2686
## 58      Laboratory Technician               4       Married          2097
## 59            Sales Executive               1      Divorced          7140
## 60      Laboratory Technician               4       Married          2818
## 61                    Manager               3       Married         18041
## 62      Laboratory Technician               3       Married          3477
## 63         Research Scientist               1        Single          2600
## 64            Sales Executive               1        Single         13758
## 65                    Manager               4        Single         11244
## 66            Sales Executive               1        Single          5324
## 67          Research Director               4        Single         14275
## 68            Sales Executive               4       Married          9998
## 69       Sales Representative               4       Married          2400
## 70         Research Scientist               2       Married          2372
## 71  Healthcare Representative               2        Single          6540
## 72         Research Scientist               4        Single          4541
## 73     Manufacturing Director               1      Divorced          5485
## 74         Research Scientist               1       Married          4284
## 75  Healthcare Representative               4       Married          5562
## 76         Research Scientist               1        Single          2080
## 77  Healthcare Representative               3       Married          6755
## 78         Research Scientist               1        Single          4968
## 79         Research Scientist               2       Married          3692
## 80            Human Resources               2       Married          2143
## 81      Laboratory Technician               3       Married          5429
## 82            Sales Executive               4      Divorced          9725
## 83         Research Scientist               1      Divorced          3072
## 84            Human Resources               2       Married          4490
## 85      Laboratory Technician               4       Married          5415
## 86     Manufacturing Director               3       Married         13247
## 87          Research Director               2        Single         11994
## 88                    Manager               3        Single         19068
## 89  Healthcare Representative               3        Single         10965
## 90            Sales Executive               1        Single          5326
## 91  Healthcare Representative               4       Married          7879
## 92      Laboratory Technician               4       Married          6472
## 93         Research Scientist               4        Single          3445
## 94          Research Director               2       Married         18172
## 95            Sales Executive               1       Married          4639
## 96            Sales Executive               4      Divorced          4127
## 97  Healthcare Representative               4      Divorced         10883
## 98     Manufacturing Director               1       Married          5151
## 99         Research Scientist               3        Single          2058
## 100        Research Scientist               2        Single          1261
## 101                   Manager               4        Single         13591
## 102    Manufacturing Director               3        Single          8474
## 103     Laboratory Technician               4       Married          3691
## 104         Research Director               3       Married         17584
## 105      Sales Representative               1       Married          2033
## 106    Manufacturing Director               4       Married          5472
## 107     Laboratory Technician               1       Married          5562
## 108           Sales Executive               4      Divorced          6583
## 109           Human Resources               1      Divorced          2073
## 110                   Manager               4        Single         17328
## 111           Sales Executive               3       Married          4614
## 112    Manufacturing Director               2        Single          8095
## 113 Healthcare Representative               4      Divorced          5731
## 114    Manufacturing Director               4       Married          6261
## 115                   Manager               4       Married         17875
## 116           Sales Executive               4       Married          6804
## 117        Research Scientist               2       Married          3579
## 118           Sales Executive               4       Married          7639
## 119     Laboratory Technician               2      Divorced          2694
## 120           Sales Executive               3        Single         13872
## 121           Sales Executive               2       Married          4440
## 122    Manufacturing Director               3       Married          7969
## 123                   Manager               3       Married         19331
## 124     Laboratory Technician               4       Married          2571
## 125           Sales Executive               1       Married          4639
## 126           Sales Executive               4       Married         11836
## 127      Sales Representative               3        Single          2642
## 128                   Manager               3       Married         17046
## 129         Research Director               1       Married         19406
## 130    Manufacturing Director               3       Married          4374
## 131     Laboratory Technician               3       Married          2339
## 132         Research Director               1       Married         16328
## 133 Healthcare Representative               3        Single         13964
## 134           Sales Executive               2        Single          9907
## 135           Sales Executive               4       Married         10239
## 136                   Manager               2      Divorced         11996
## 137 Healthcare Representative               4       Married          6586
## 138     Laboratory Technician               2       Married          4841
## 139     Laboratory Technician               3       Married          4621
## 140           Sales Executive               2        Single          7991
## 141     Laboratory Technician               2      Divorced          2348
## 142                   Manager               4      Divorced         18430
## 143    Manufacturing Director               4        Single          7945
## 144        Research Scientist               3        Single          3038
## 145 Healthcare Representative               2      Divorced          7441
## 146           Sales Executive               2        Single          9355
## 147     Laboratory Technician               4        Single          4272
## 148      Sales Representative               3        Single          1359
## 149        Research Scientist               4        Single          3310
## 150                   Manager               4       Married         19586
## 151        Research Scientist               4       Married          2911
## 152     Laboratory Technician               4        Single          2450
## 153 Healthcare Representative               2       Married         13503
## 154    Manufacturing Director               3        Single          9667
## 155        Research Scientist               4        Single          2342
## 156     Laboratory Technician               1       Married          2218
## 157        Research Scientist               3      Divorced          2029
## 158           Sales Executive               2        Single          9094
## 159        Research Scientist               4        Single          1232
## 160 Healthcare Representative               1       Married          9884
## 161    Manufacturing Director               1       Married          6516
## 162    Manufacturing Director               2       Married          6549
## 163        Research Scientist               1        Single          2960
## 164     Laboratory Technician               3      Divorced          3339
## 165     Laboratory Technician               4       Married          5231
## 166        Research Scientist               4        Single          2201
## 167                   Manager               2      Divorced         19847
## 168           Sales Executive               2       Married          6349
## 169     Laboratory Technician               3       Married          3221
## 170           Sales Executive               3        Single          4859
## 171        Research Scientist               1        Single          3424
## 172     Laboratory Technician               1       Married          2362
## 173 Healthcare Representative               1        Single          6811
## 174     Laboratory Technician               4        Single          2288
## 175     Laboratory Technician               2      Divorced          3816
## 176        Research Scientist               2       Married          5130
## 177        Research Scientist               1       Married          3580
## 178     Laboratory Technician               4       Married          2690
## 179                   Manager               4       Married         19513
## 180           Sales Executive               4       Married         13320
## 181     Laboratory Technician               4      Divorced          4364
## 182        Research Scientist               3      Divorced          2645
## 183     Laboratory Technician               3       Married          3690
## 184           Sales Executive               2      Divorced          8938
## 185         Research Director               2      Divorced         14336
## 186           Sales Executive               1        Single          8381
## 187         Research Director               2        Single         16704
## 188     Laboratory Technician               3        Single          3033
## 189    Manufacturing Director               3      Divorced         10502
## 190    Manufacturing Director               3        Single          4534
## 191           Sales Executive               2      Divorced          5209
## 192     Laboratory Technician               3      Divorced          3069
## 193        Research Scientist               1       Married          5208
## 194        Research Scientist               3       Married          2821
## 195      Sales Representative               3       Married          2096
## 196     Laboratory Technician               4        Single          3983
## 197           Human Resources               1      Divorced          9950
## 198    Manufacturing Director               3       Married          4345
## 199                   Manager               2      Divorced         14026
## 200        Research Scientist               3       Married          2897
## 201         Research Director               3      Divorced         19419
## 202        Research Scientist               4       Married          2044
## 203     Laboratory Technician               3      Divorced          2232
## 204    Manufacturing Director               1      Divorced         10252
## 205    Manufacturing Director               3       Married         12965
## 206        Research Scientist               4       Married          3929
## 207           Sales Executive               4        Single          5253
## 208           Sales Executive               2        Single          5147
## 209           Sales Executive               2        Single          4198
## 210                   Manager               4      Divorced         19517
## 211        Research Scientist               1        Single          3102
## 212        Research Scientist               4       Married          3697
## 213    Manufacturing Director               1        Single          5980
## 214        Research Scientist               3       Married          5175
## 215     Laboratory Technician               1      Divorced          2576
## 216      Sales Representative               3       Married          2308
## 217        Research Scientist               3       Married          2451
## 218    Manufacturing Director               3       Married          6179
## 219        Research Scientist               4      Divorced          2904
## 220    Manufacturing Director               4        Single          7779
## 221           Sales Executive               3      Divorced          6118
## 222      Sales Representative               2      Divorced          2297
## 223                   Manager               4       Married         19232
## 224         Research Director               3        Single         19537
## 225    Manufacturing Director               4       Married          4775
## 226 Healthcare Representative               3       Married          7632
## 227        Research Scientist               3        Single          4249
## 228 Healthcare Representative               3       Married          5689
## 229           Sales Executive               4       Married          7457
## 230     Laboratory Technician               1      Divorced          3034
## 231     Laboratory Technician               1      Divorced          2074
## 232           Sales Executive               1       Married          4194
## 233                   Manager               1      Divorced         19190
## 234     Laboratory Technician               3        Single          4230
## 235           Sales Executive               4       Married          5617
## 236        Research Scientist               3        Single          2506
## 237     Laboratory Technician               4        Single          2496
## 238 Healthcare Representative               1       Married          9715
## 239                   Manager               1        Single         19045
## 240                   Manager               2        Single         16835
## 241        Research Scientist               3        Single          3375
## 242        Research Scientist               2        Single          2718
## 243         Research Director               3       Married         19237
## 244           Sales Executive               2        Single          9278
## 245        Research Scientist               2      Divorced          5605
## 246 Healthcare Representative               2       Married          5488
## 247     Laboratory Technician               4       Married          3722
## 248     Laboratory Technician               4       Married          2659
## 249    Manufacturing Director               2        Single          7446
## 250        Research Scientist               3       Married          3506
## 251        Research Scientist               2        Single          2313
## 252         Research Director               3      Divorced         19973
## 253                   Manager               4      Divorced         19141
## 254        Research Scientist               4       Married          1706
## 255                   Manager               3       Married         17465
## 256 Healthcare Representative               4        Single         10496
## 257    Manufacturing Director               3       Married          6434
## 258    Manufacturing Director               3        Single          4695
## 259           Sales Executive               4        Single          5828
## 260                   Manager               1      Divorced         16823
## 261         Research Director               4      Divorced         14732
## 262           Sales Executive               3      Divorced          9852
## 263                   Manager               3        Single         17444
## 264           Sales Executive               3      Divorced          6728
## 265    Manufacturing Director               3      Divorced          4011
## 266        Research Scientist               4       Married          2132
## 267 Healthcare Representative               4       Married          7005
## 268           Sales Executive               4      Divorced          5460
## 269     Laboratory Technician               1        Single          3646
## 270 Healthcare Representative               3      Divorced         10388
## 271      Sales Representative               4       Married          5405
## 272     Laboratory Technician               1       Married          1601
## 273    Manufacturing Director               1        Single          9936
## 274      Sales Representative               2        Single          2716
## 275           Human Resources               4        Single          2564
## 276     Laboratory Technician               1        Single          2062
## 277           Sales Executive               1        Single          4294
## 278 Healthcare Representative               3       Married          7510
## 279           Sales Executive               3       Married          9610
## 280     Laboratory Technician               4        Single          2871
## 281     Laboratory Technician               4      Divorced          2367
## 282        Research Scientist               4      Divorced          2720
## 283           Sales Executive               3       Married         10686
## 284        Research Scientist               3       Married          2942
## 285           Sales Executive               2        Single          5765
## 286     Laboratory Technician               3        Single          3989
## 287     Laboratory Technician               4      Divorced          2778
## 288        Research Scientist               2        Single          2478
## 289     Laboratory Technician               3      Divorced          3161
## 290        Research Scientist               3       Married          2773
## 291 Healthcare Representative               2        Single          5933
## 292        Research Scientist               1      Divorced          2782
## 293        Research Scientist               2       Married          2141
## 294           Sales Executive               2       Married          5390
## 295        Research Scientist               4       Married          2061
## 296     Laboratory Technician               3        Single          2519
## 297           Sales Executive               3        Single          5010
## 298     Laboratory Technician               3        Single          2293
## 299                   Manager               4       Married         19202
## 300           Sales Executive               4       Married          4537
##     MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1         25348                  1      Y       No                17
## 2          8429                  1      Y       No                13
## 3         19373                  1      Y       No                20
## 4         23258                  2      Y      Yes                13
## 5         23757                  1      Y       No                14
## 6         25796                  3      Y       No                20
## 7         19788                  2      Y       No                15
## 8          3835                  2      Y       No                13
## 9         17198                  1      Y       No                19
## 10        22908                  3      Y       No                12
## 11        25063                  8      Y      Yes                14
## 12        18775                  1      Y       No                17
## 13         6194                  5      Y       No                15
## 14         6881                  5      Y       No                16
## 15        22049                  2      Y      Yes                17
## 16        14811                  1      Y       No                12
## 17        24152                  1      Y       No                13
## 18         3423                  3      Y       No                14
## 19        21519                  4      Y       No                16
## 20         5860                  1      Y       No                18
## 21        15919                  1      Y       No                13
## 22         6615                  9      Y       No                22
## 23        25198                  6      Y      Yes                19
## 24         2097                  0      Y       No                14
## 25        19863                  2      Y      Yes                18
## 26        15318                  1      Y       No                14
## 27        20794                  6      Y       No                19
## 28        24444                  1      Y       No                11
## 29        16822                  2      Y       No                16
## 30        25725                  0      Y       No                17
## 31        13970                  0      Y      Yes                14
## 32         9697                  6      Y       No                14
## 33         2560                  0      Y       No                18
## 34         9696                  0      Y       No                16
## 35        17258                  1      Y       No                13
## 36         2939                  8      Y       No                15
## 37        14864                  5      Y       No                14
## 38        14511                  4      Y       No                12
## 39        21141                  1      Y       No                15
## 40         8733                  6      Y       No                12
## 41         2302                  3      Y      Yes                20
## 42        26009                  1      Y       No                18
## 43        19730                  2      Y      Yes                14
## 44        20002                  6      Y       No                12
## 45        11873                  4      Y      Yes                20
## 46        13738                  3      Y       No                15
## 47        10310                  2      Y       No                13
## 48         8800                  1      Y       No                14
## 49        25470                  0      Y       No                14
## 50        25265                  1      Y       No                13
## 51        10084                  1      Y       No                11
## 52        23159                  1      Y      Yes                11
## 53         9148                  0      Y       No                12
## 54        14862                  4      Y       No                11
## 55        14590                  4      Y       No                14
## 56         8213                  1      Y      Yes                14
## 57         5207                  1      Y      Yes                13
## 58        16734                  4      Y       No                15
## 59         3088                  2      Y       No                11
## 60         5044                  2      Y      Yes                24
## 61        13022                  0      Y       No                14
## 62        18103                  1      Y       No                14
## 63        18275                  1      Y      Yes                15
## 64         2447                  0      Y      Yes                12
## 65        21072                  2      Y       No                25
## 66        26507                  5      Y       No                15
## 67        20206                  6      Y       No                18
## 68        19293                  6      Y       No                13
## 69         5530                  0      Y       No                13
## 70         5628                  6      Y      Yes                16
## 71        19394                  9      Y       No                19
## 72         7744                  1      Y       No                25
## 73        22670                  9      Y      Yes                11
## 74        13588                  5      Y      Yes                22
## 75        21782                  4      Y       No                13
## 76         4732                  2      Y       No                11
## 77         2967                  2      Y       No                11
## 78        26427                  0      Y       No                16
## 79         9256                  1      Y       No                12
## 80        25527                  4      Y       No                13
## 81        17491                  4      Y       No                13
## 82        12278                  0      Y       No                11
## 83        19877                  2      Y       No                16
## 84        21833                  4      Y       No                11
## 85        15972                  3      Y      Yes                19
## 86         9731                  2      Y      Yes                11
## 87        21293                  0      Y       No                11
## 88        21030                  1      Y      Yes                18
## 89        12066                  8      Y       No                24
## 90         3064                  6      Y       No                17
## 91        14810                  1      Y      Yes                19
## 92         8989                  1      Y      Yes                15
## 93         6152                  1      Y       No                11
## 94         9755                  3      Y      Yes                19
## 95        11262                  1      Y       No                15
## 96        19188                  2      Y       No                18
## 97        20467                  3      Y       No                20
## 98        12315                  1      Y       No                25
## 99        19757                  0      Y       No                14
## 100       22262                  1      Y       No                12
## 101       14674                  3      Y      Yes                18
## 102       20925                  1      Y       No                22
## 103        4605                  1      Y      Yes                15
## 104       21016                  3      Y      Yes                16
## 105       14470                  1      Y       No                18
## 106        3334                  1      Y       No                12
## 107       19711                  3      Y      Yes                13
## 108       20115                  2      Y      Yes                11
## 109       23648                  4      Y      Yes                22
## 110       13871                  2      Y      Yes                12
## 111       23288                  0      Y      Yes                18
## 112       18264                  0      Y       No                13
## 113       17171                  7      Y       No                13
## 114        4185                  3      Y       No                18
## 115       11761                  4      Y      Yes                13
## 116       23683                  3      Y       No                18
## 117        9369                  0      Y      Yes                21
## 118       24525                  1      Y       No                22
## 119       26551                  1      Y       No                11
## 120       24409                  0      Y       No                13
## 121        7636                  0      Y       No                15
## 122       19609                  2      Y      Yes                14
## 123       19519                  4      Y      Yes                16
## 124       12290                  4      Y       No                17
## 125        2261                  2      Y       No                16
## 126       22789                  5      Y       No                14
## 127        2755                  1      Y       No                11
## 128        9314                  0      Y       No                15
## 129        8509                  4      Y       No                11
## 130       15411                  0      Y       No                15
## 131        3666                  8      Y       No                11
## 132       22074                  3      Y       No                13
## 133       17810                  7      Y      Yes                12
## 134       26186                  7      Y      Yes                12
## 135       18092                  3      Y       No                14
## 136       19100                  7      Y       No                18
## 137        4821                  0      Y      Yes                17
## 138       24052                  4      Y       No                14
## 139        5869                  1      Y       No                19
## 140       25166                  8      Y       No                15
## 141       10901                  8      Y       No                18
## 142       16225                  1      Y       No                13
## 143       19948                  6      Y      Yes                15
## 144       12430                  3      Y       No                20
## 145       20933                  1      Y       No                12
## 146        9558                  1      Y       No                18
## 147        9558                  4      Y       No                19
## 148       16154                  1      Y       No                12
## 149        4488                  1      Y       No                21
## 150       23037                  1      Y       No                21
## 151       14776                  1      Y       No                13
## 152       10919                  2      Y       No                17
## 153       14115                  1      Y       No                22
## 154        2739                  9      Y       No                14
## 155       22929                  0      Y      Yes                20
## 156       16193                  1      Y       No                12
## 157       15891                  1      Y       No                20
## 158       17235                  2      Y      Yes                12
## 159       19281                  1      Y       No                14
## 160        8302                  2      Y      Yes                13
## 161        5041                  2      Y      Yes                16
## 162        3173                  1      Y       No                14
## 163       17102                  2      Y       No                11
## 164       17285                  3      Y      Yes                13
## 165       23726                  2      Y      Yes                13
## 166       18168                  9      Y       No                16
## 167       19196                  4      Y      Yes                24
## 168       22107                  0      Y      Yes                13
## 169        3297                  1      Y      Yes                11
## 170        6698                  1      Y       No                16
## 171       21632                  7      Y       No                13
## 172       14669                  4      Y       No                12
## 173       23398                  8      Y       No                19
## 174        6319                  1      Y       No                12
## 175       17881                  1      Y       No                11
## 176       24907                  1      Y       No                23
## 177       10554                  2      Y       No                16
## 178        7713                  1      Y       No                18
## 179        9358                  4      Y      Yes                12
## 180       11737                  3      Y      Yes                18
## 181        5288                  3      Y       No                14
## 182       21923                  1      Y       No                12
## 183        3425                  2      Y       No                15
## 184       12227                  2      Y       No                11
## 185        4345                  1      Y       No                11
## 186        7507                  7      Y       No                20
## 187       17119                  1      Y       No                11
## 188       12828                  1      Y       No                12
## 189        9659                  7      Y       No                17
## 190       13352                  0      Y       No                11
## 191       19760                  1      Y      Yes                12
## 192       10302                  0      Y       No                15
## 193       26312                  1      Y       No                11
## 194        2997                  3      Y       No                16
## 195       26376                  1      Y       No                11
## 196        7621                  0      Y       No                17
## 197       11533                  9      Y      Yes                15
## 198        4381                  0      Y       No                12
## 199       17588                  1      Y      Yes                11
## 200       22474                  3      Y       No                11
## 201        3735                  2      Y       No                17
## 202        5531                  1      Y       No                11
## 203       15417                  7      Y       No                14
## 204        4235                  2      Y      Yes                21
## 205       22308                  4      Y      Yes                20
## 206        6984                  8      Y      Yes                23
## 207       20750                  1      Y       No                16
## 208       10697                  8      Y       No                15
## 209       16379                  2      Y       No                12
## 210       24118                  3      Y       No                11
## 211        6582                  0      Y       No                22
## 212        9278                  9      Y       No                14
## 213       26085                  6      Y      Yes                12
## 214       22162                  5      Y       No                12
## 215       20490                  3      Y       No                16
## 216        4944                  0      Y      Yes                25
## 217       22376                  6      Y       No                18
## 218       21057                  1      Y      Yes                15
## 219       16092                  1      Y       No                12
## 220       23238                  2      Y       No                20
## 221        5431                  1      Y       No                13
## 222       17967                  1      Y       No                14
## 223        4933                  1      Y       No                11
## 224        6462                  7      Y       No                13
## 225       19146                  6      Y       No                22
## 226       14295                  4      Y      Yes                12
## 227        2690                  1      Y      Yes                11
## 228       24594                  1      Y      Yes                14
## 229       13273                  2      Y      Yes                22
## 230       26914                  1      Y       No                12
## 231       26619                  1      Y      Yes                12
## 232       14363                  1      Y      Yes                18
## 233       17477                  1      Y       No                14
## 234       19225                  0      Y       No                15
## 235       21075                  1      Y      Yes                11
## 236       13301                  3      Y       No                13
## 237        6670                  4      Y       No                11
## 238        7288                  3      Y       No                13
## 239       18938                  0      Y      Yes                14
## 240        9873                  3      Y       No                23
## 241       17624                  0      Y       No                12
## 242       17674                  2      Y       No                14
## 243       12853                  2      Y      Yes                11
## 244       20763                  3      Y      Yes                16
## 245        8504                  1      Y       No                11
## 246       20161                  1      Y      Yes                13
## 247       21081                  6      Y      Yes                13
## 248       17759                  1      Y      Yes                13
## 249        8931                  1      Y       No                11
## 250        6020                  0      Y      Yes                14
## 251        2993                  4      Y      Yes                20
## 252       20284                  1      Y       No                22
## 253        8861                  3      Y       No                15
## 254       16571                  1      Y       No                11
## 255       15596                  3      Y       No                12
## 256        2755                  6      Y       No                15
## 257        5118                  4      Y       No                17
## 258       12858                  7      Y      Yes                18
## 259        8450                  1      Y      Yes                12
## 260       18991                  2      Y       No                11
## 261       12414                  2      Y       No                13
## 262        8935                  1      Y      Yes                19
## 263       20489                  1      Y       No                11
## 264       14255                  7      Y       No                12
## 265        8232                  0      Y       No                18
## 266        4585                  4      Y       No                20
## 267        3458                  3      Y       No                15
## 268        6219                  4      Y       No                22
## 269       17181                  2      Y      Yes                23
## 270        6975                  1      Y      Yes                11
## 271        4244                  2      Y      Yes                20
## 272        3445                  1      Y      Yes                21
## 273        3787                  0      Y       No                19
## 274       25422                  1      Y       No                15
## 275       18437                  1      Y       No                12
## 276       19384                  3      Y       No                14
## 277       11148                  1      Y       No                12
## 278       16873                  1      Y       No                17
## 279        3840                  3      Y       No                13
## 280       23785                  1      Y       No                15
## 281       18779                  5      Y       No                12
## 282       18959                  1      Y       No                18
## 283        8392                  6      Y       No                11
## 284       12154                  2      Y       No                19
## 285       17485                  5      Y       No                11
## 286       20586                  1      Y      Yes                11
## 287       17725                  4      Y      Yes                13
## 288       20938                  1      Y      Yes                12
## 289       19920                  3      Y      Yes                22
## 290       12145                  0      Y       No                20
## 291        5197                  9      Y       No                12
## 292       19905                  0      Y      Yes                13
## 293        5348                  1      Y       No                12
## 294       13243                  2      Y       No                14
## 295       11133                  1      Y       No                21
## 296       12287                  4      Y       No                21
## 297       24301                  1      Y       No                16
## 298       10558                  1      Y       No                12
## 299       15970                  0      Y       No                11
## 300       17783                  0      Y      Yes                22
##     PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                   3                        4            80                2
## 2                   3                        4            80                1
## 3                   4                        3            80                1
## 4                   3                        3            80                0
## 5                   3                        3            80                2
## 6                   4                        3            80                0
## 7                   3                        2            80                2
## 8                   3                        4            80                3
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## 10                  3                        1            80                0
## 11                  3                        4            80                1
## 12                  3                        2            80                0
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## 14                  3                        4            80                0
## 15                  3                        1            80                0
## 16                  3                        4            80                0
## 17                  3                        4            80                0
## 18                  3                        2            80                2
## 19                  3                        3            80                0
## 20                  3                        1            80                2
## 21                  3                        3            80                0
## 22                  4                        3            80                1
## 23                  3                        4            80                0
## 24                  3                        4            80                1
## 25                  3                        2            80                1
## 26                  3                        4            80                0
## 27                  3                        2            80                1
## 28                  3                        3            80                0
## 29                  3                        3            80                2
## 30                  3                        1            80                0
## 31                  3                        3            80                0
## 32                  3                        4            80                0
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## 35                  3                        1            80                0
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## 80                  3                        2            80                1
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## 84                  3                        4            80                2
## 85                  3                        4            80                1
## 86                  3                        2            80                1
## 87                  3                        3            80                0
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## 91                  3                        2            80                1
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## 95                  3                        3            80                1
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## 145                 3                        1            80                3
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## 150                 4                        3            80                1
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## 175                 3                        2            80                1
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## 179                 3                        1            80                1
## 180                 3                        3            80                1
## 181                 3                        1            80                1
## 182                 3                        4            80                2
## 183                 3                        4            80                1
## 184                 3                        3            80                1
## 185                 3                        3            80                1
## 186                 4                        4            80                0
## 187                 3                        3            80                0
## 188                 3                        1            80                0
## 189                 3                        1            80                1
## 190                 3                        1            80                0
## 191                 3                        2            80                3
## 192                 3                        4            80                1
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## 194                 3                        1            80                1
## 195                 3                        3            80                0
## 196                 3                        3            80                0
## 197                 3                        3            80                3
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## 200                 3                        3            80                2
## 201                 3                        2            80                1
## 202                 3                        3            80                1
## 203                 3                        3            80                3
## 204                 4                        3            80                1
## 205                 4                        4            80                3
## 206                 4                        3            80                1
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## 208                 3                        4            80                0
## 209                 3                        2            80                0
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## 212                 3                        1            80                2
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## 214                 3                        3            80                1
## 215                 3                        2            80                1
## 216                 4                        2            80                1
## 217                 3                        1            80                2
## 218                 3                        4            80                2
## 219                 3                        3            80                2
## 220                 4                        1            80                0
## 221                 3                        3            80                3
## 222                 3                        4            80                2
## 223                 3                        4            80                0
## 224                 3                        3            80                0
## 225                 4                        1            80                2
## 226                 3                        3            80                0
## 227                 3                        2            80                0
## 228                 3                        4            80                2
## 229                 4                        3            80                3
## 230                 3                        3            80                1
## 231                 3                        4            80                1
## 232                 3                        4            80                0
## 233                 3                        4            80                2
## 234                 3                        3            80                0
## 235                 3                        3            80                0
## 236                 3                        3            80                0
## 237                 3                        4            80                0
## 238                 3                        3            80                1
## 239                 3                        3            80                0
## 240                 4                        4            80                0
## 241                 3                        4            80                0
## 242                 3                        2            80                0
## 243                 3                        4            80                1
## 244                 3                        4            80                0
## 245                 3                        1            80                1
## 246                 3                        1            80                1
## 247                 3                        3            80                1
## 248                 3                        3            80                1
## 249                 3                        1            80                0
## 250                 3                        4            80                0
## 251                 4                        2            80                0
## 252                 4                        2            80                2
## 253                 3                        2            80                3
## 254                 3                        3            80                3
## 255                 3                        4            80                1
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## 257                 3                        4            80                1
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## 259                 3                        2            80                0
## 260                 3                        1            80                1
## 261                 3                        4            80                2
## 262                 3                        1            80                1
## 263                 3                        4            80                0
## 264                 3                        4            80                2
## 265                 3                        4            80                1
## 266                 4                        4            80                1
## 267                 3                        3            80                0
## 268                 4                        4            80                2
## 269                 4                        2            80                0
## 270                 3                        3            80                1
## 271                 4                        1            80                2
## 272                 4                        3            80                2
## 273                 3                        2            80                0
## 274                 3                        4            80                0
## 275                 3                        3            80                0
## 276                 3                        2            80                0
## 277                 3                        2            80                0
## 278                 3                        2            80                1
## 279                 3                        3            80                1
## 280                 3                        3            80                0
## 281                 3                        1            80                1
## 282                 3                        4            80                1
## 283                 3                        2            80                1
## 284                 3                        2            80                1
## 285                 3                        1            80                0
## 286                 3                        1            80                0
## 287                 3                        3            80                1
## 288                 3                        2            80                0
## 289                 4                        4            80                1
## 290                 4                        4            80                0
## 291                 3                        4            80                0
## 292                 3                        2            80                2
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## 297                 3                        1            80                0
## 298                 3                        3            80                0
## 299                 3                        3            80                1
## 300                 4                        1            80                1
##     TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                  10                     3               2             10
## 2                   5                     2               3              5
## 3                   1                     0               2              1
## 4                  30                     2               3              5
## 5                  10                     3               3             10
## 6                  23                     1               2             13
## 7                  16                     3               2              9
## 8                  10                     3               3              7
## 9                  10                     2               3             10
## 10                 12                     2               3              1
## 11                  3                     2               3              1
## 12                  1                     4               3              1
## 13                 11                     2               2              9
## 14                 30                     3               3              4
## 15                 14                     6               3              0
## 16                 20                     2               3             20
## 17                  5                     2               3              5
## 18                  9                     2               2              7
## 19                 12                     3               2              9
## 20                  9                     3               4              9
## 21                  6                     3               3              6
## 22                 32                     1               2              5
## 23                  9                     3               3              5
## 24                  3                     2               3              2
## 25                 24                     2               3              7
## 26                 10                     3               2             10
## 27                 10                     4               3              3
## 28                  3                     2               3              3
## 29                 12                     1               1              4
## 30                  4                     3               3              3
## 31                  6                     2               4              5
## 32                 19                     3               3             10
## 33                  9                     3               3              8
## 34                  6                     2               4              5
## 35                  1                     6               2              1
## 36                  4                     2               2              2
## 37                 23                     2               4             20
## 38                 12                     3               3              4
## 39                 21                     2               3             21
## 40                 25                     3               4              1
## 41                 19                     2               3              3
## 42                  3                     2               3              2
## 43                 21                     2               3              5
## 44                 25                     6               2              9
## 45                  9                     3               2              1
## 46                 28                     3               3              5
## 47                 31                     2               1              5
## 48                  5                     2               3              5
## 49                  7                     2               1              6
## 50                  5                     5               3              5
## 51                 34                     3               4             34
## 52                  8                     3               3              8
## 53                  4                     2               3              3
## 54                 18                     2               2              7
## 55                 17                     1               4             15
## 56                 21                     3               3             21
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## 58                  9                     3               1              5
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## 60                 10                     2               2              3
## 61                 21                     2               3             20
## 62                  6                     2               4              5
## 63                  1                     2               3              1
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## 65                 10                     5               4              5
## 66                  6                     3               3              3
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## 68                  8                     2               4              5
## 69                  3                     3               3              2
## 70                 18                     2               3              1
## 71                 10                     5               3              1
## 72                 20                     3               3             20
## 73                  9                     4               3              5
## 74                 16                     2               3              5
## 75                 12                     2               2              5
## 76                  5                     2               2              3
## 77                 15                     2               3              3
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## 86                 24                     3               2              5
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## 89                 26                     2               3              5
## 90                  6                     2               2              4
## 91                  9                     2               3              8
## 92                  9                     2               3              9
## 93                  6                     5               2              6
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## 95                  5                     2               3              5
## 96                  7                     6               3              2
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## 99                  7                     1               2              6
## 100                 1                     3               4              1
## 101                16                     3               3              1
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## 103                 7                     3               4              7
## 104                21                     5               2              5
## 105                 1                     2               4              1
## 106                 8                     2               3              8
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## 109                 7                     3               3              3
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## 111                 5                     0               2              4
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## 113                 9                     2               3              6
## 114                 9                     3               1              7
## 115                29                     2               2              1
## 116                 7                     5               3              2
## 117                12                     2               3             11
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## 119                 1                     4               3              1
## 120                38                     1               2             37
## 121                16                     3               3             15
## 122                28                     4               3              5
## 123                27                     2               3              1
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## 125                17                     2               2             15
## 126                28                     3               3              2
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## 129                24                     4               2              4
## 130                 4                     6               3              3
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## 134                 7                     3               2              2
## 135                24                     4               3              1
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## 147                16                     3               3              1
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## 150                36                     3               3             36
## 151                 2                     2               2              2
## 152                19                     4               3              2
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## 154                 9                     3               3              7
## 155                 5                     2               2              4
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## 157                 5                     2               3              5
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## 159                 0                     6               3              0
## 160                10                     3               3              4
## 161                18                     3               3              1
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## 164                10                     2               3              7
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## 223                22                     3               3             22
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## 225                 4                     2               1              2
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## 240                37                     2               3             10
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## 245                20                     2               3             20
## 246                 6                     2               3              6
## 247                 7                     2               1              2
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## 250                 4                     3               3              3
## 251                 5                     0               3              2
## 252                21                     3               3             21
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## 254                 0                     6               2              0
## 255                23                     3               3             12
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## 260                22                     3               3             19
## 261                31                     4               4              7
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## 264                12                     3               3              6
## 265                 5                     5               2              4
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## 267                11                     2               3              4
## 268                13                     4               4              7
## 269                11                     2               4              1
## 270                16                     3               2             16
## 271                20                     4               2              4
## 272                 1                     2               3              0
## 273                10                     2               3              9
## 274                 1                     0               3              1
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## 279                10                     2               1              4
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## 281                 6                     2               2              4
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## 283                13                     4               3              9
## 284                18                     4               3              5
## 285                 7                     4               1              5
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## 294                17                     3               2              9
## 295                 1                     5               3              1
## 296                16                     6               3             11
## 297                12                     0               3             11
## 298                 1                     2               2              1
## 299                25                     2               3             24
## 300                 8                     2               3              7
##     YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1                    9                       6                    8
## 2                    4                       1                    4
## 3                    1                       0                    0
## 4                    4                       1                    2
## 5                    7                       0                    4
## 6                   12                      12                    8
## 7                    8                       0                    0
## 8                    7                       7                    7
## 9                    9                       1                    8
## 10                   0                       0                    0
## 11                   1                       0                    0
## 12                   1                       1                    0
## 13                   8                       1                    7
## 14                   3                       0                    3
## 15                   0                       0                    0
## 16                   9                       3                    7
## 17                   3                       0                    2
## 18                   7                       1                    7
## 19                   7                       7                    3
## 20                   8                       7                    7
## 21                   2                       4                    1
## 22                   4                       1                    3
## 23                   2                       1                    4
## 24                   2                       2                    1
## 25                   7                       0                    7
## 26                   3                       9                    7
## 27                   2                       1                    2
## 28                   2                       1                    2
## 29                   2                       1                    3
## 30                   2                       1                    2
## 31                   4                       1                    4
## 32                   7                       0                    9
## 33                   7                       0                    7
## 34                   4                       0                    3
## 35                   0                       1                    0
## 36                   1                       2                    2
## 37                   4                       4                    8
## 38                   2                       0                    3
## 39                   9                      13                    3
## 40                   0                       0                    0
## 41                   2                       2                    2
## 42                   2                       2                    2
## 43                   0                       0                    2
## 44                   7                       5                    4
## 45                   0                       0                    0
## 46                   4                       4                    3
## 47                   2                       1                    4
## 48                   2                       0                    3
## 49                   5                       1                    3
## 50                   3                       1                    3
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noAttritionDataframe$BusinessTravelNumeric <- as.numeric(factor(noAttritionDataframe$BusinessTravel,
                                                        levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
                                                        labels = c(2,1,0), ordered = TRUE))

columnsForModelSelection = c("ID","JobInvolvement", "JobSatisfaction", "StockOptionLevel", "TotalWorkingYears")

noAttritionDataframe = noAttritionDataframe[,columnsForModelSelection]

noAttritionDataframe
##       ID JobInvolvement JobSatisfaction StockOptionLevel TotalWorkingYears
## 1   1171              4               3                2                10
## 2   1172              3               3                1                 5
## 3   1173              3               3                1                 1
## 4   1174              3               4                0                30
## 5   1175              2               3                2                10
## 6   1176              2               1                0                23
## 7   1177              3               4                2                16
## 8   1178              3               1                3                10
## 9   1179              2               1                0                10
## 10  1180              3               3                0                12
## 11  1181              3               2                1                 3
## 12  1182              3               2                0                 1
## 13  1183              3               2                2                11
## 14  1184              3               3                0                30
## 15  1185              3               3                0                14
## 16  1186              2               3                0                20
## 17  1187              2               2                0                 5
## 18  1188              2               4                2                 9
## 19  1189              3               4                0                12
## 20  1190              3               4                2                 9
## 21  1191              2               2                0                 6
## 22  1192              3               4                1                32
## 23  1193              3               1                0                 9
## 24  1194              3               4                1                 3
## 25  1195              1               1                1                24
## 26  1196              3               4                0                10
## 27  1197              1               2                1                10
## 28  1198              3               3                0                 3
## 29  1199              2               2                2                12
## 30  1200              3               2                0                 4
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## 289 1459              3               3                1                19
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## 294 1464              2               2                0                17
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trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
columnCombinations = c(2, 4, 6, 7, 9)

trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)

trainingDataSet
##      Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1005        No              3        1               1                 3
## 629         No              3        3               2                 3
## 369         No              4        1               3                 3
## 1031        No              3        2               2                 3
## 1040        No              3        2               3                 3
## 103         No              3        2               3                 3
## 826         No              3        5               4                 3
## 1063        No              3        2               4                 4
## 578         No              2        1               3                 3
## 537         No              3        3               2                 3
## 291         No              3        1               4                 3
## 296         No              3        1               3                 3
## 171         No              3        2               4                 4
## 702         No              3        2               3                 4
## 882         No              3        1               2                 4
## 639         No              4        1               4                 3
## 252         No              3        2               4                 3
## 609         No              4        1               1                 3
## 345         No              3        2               1                 3
## 932         No              3        3               4                 3
## 416         No              3        2               4                 3
## 840         No              2        5               2                 3
## 1103        No              2        2               4                 3
## 842         No              2        3               1                 3
## 97          No              3        4               2                 3
## 84          No              4        2               1                 3
## 701         No              2        1               2                 3
## 836         No              3        3               2                 3
## 682         No              3        1               4                 4
## 223         No              3        2               4                 4
## 981         No              2        1               3                 4
## 386         No              3        3               1                 3
## 96          No              3        2               3                 4
## 1116        No              2        1               1                 3
## 713         No              4        1               2                 3
## 497         No              3        1               4                 4
## 326         No              3        1               3                 3
## 455         No              2        4               1                 3
## 169         No              3        2               1                 3
## 234         No              3        2               1                 3
## 1008        No              3        2               4                 3
## 1145        No              3        2               4                 3
## 1044        No              3        2               4                 3
## 446         No              3        1               4                 3
## 161         No              2        2               4                 3
## 1117        No              3        2               2                 3
## 1147        No              4        2               3                 3
## 608         No              4        2               1                 4
## 48          No              2        3               3                 3
## 783         No              3        1               2                 3
## 493         No              2        2               3                 3
## 405         No              2        1               1                 3
## 521         No              2        1               4                 3
## 1013        No              2        2               2                 3
## 110         No              3        1               1                 3
## 100         No              2        1               2                 3
## 1042        No              2        1               1                 3
## 242         No              3        5               2                 4
## 251         No              2        1               3                 3
## 404         No              3        3               1                 3
## 322         No              3        1               4                 3
## 741         No              2        2               3                 3
## 462         No              3        1               2                 3
## 871         No              3        2               4                 4
## 1097        No              2        1               1                 3
## 401         No              1        2               4                 4
## 228         No              4        1               2                 3
## 547         No              3        3               2                 3
## 187         No              4        2               3                 3
## 373         No              3        3               1                 3
## 768         No              1        3               1                 3
## 523         No              3        3               1                 3
## 442         No              3        1               3                 3
## 272         No              3        2               2                 3
## 107         No              3        2               3                 3
## 792         No              3        1               2                 3
## 764         No              3        2               3                 3
## 808         No              3        1               4                 4
## 183         No              4        1               3                 3
## 1079        No              3        2               2                 3
## 477         No              2        2               3                 3
## 877         No              3        2               2                 3
## 968         No              2        3               3                 3
## 475         No              3        1               3                 3
## 256         No              3        1               3                 3
## 603         No              4        3               1                 3
## 736         No              4        2               3                 3
## 858         No              2        3               3                 4
## 919         No              3        1               2                 4
## 1144        No              3        2               4                 3
## 196         No              3        1               4                 3
## 964         No              4        2               2                 3
## 114         No              3        2               1                 3
## 691         No              3        2               3                 3
## 538         No              3        1               3                 3
## 663         No              3        3               4                 3
## 870         No              3        2               2                 3
## 1066        No              3        1               1                 3
## 76          No              3        2               4                 4
## 844         No              3        3               4                 3
## 490         No              3        2               3                 3
## 638         No              3        3               3                 3
## 27          No              3        2               2                 3
## 551         No              2        5               3                 3
## 819         No              2        1               4                 3
## 200         No              2        1               2                 4
## 1140        No              2        4               3                 4
## 3           No              3        3               4                 3
## 406         No              2        4               4                 3
## 931         No              3        2               3                 3
## 484         No              3        1               1                 3
## 969         No              3        4               1                 4
## 988         No              3        2               4                 3
## 19          No              4        1               4                 3
## 413         No              3        1               2                 4
## 1107        No              3        1               1                 3
## 1149        No              3        1               4                 3
## 659         No              2        2               2                 3
## 1153        No              3        2               3                 3
## 14          No              3        1               2                 3
## 492         No              3        4               1                 3
## 585         No              3        2               4                 3
## 1010        No              3        2               3                 4
## 967         No              2        1               1                 3
## 372         No              3        3               1                 3
## 952         No              3        2               1                 3
## 432         No              3        1               3                 3
## 225         No              3        1               4                 3
## 624         No              3        3               4                 3
## 681         No              2        2               1                 3
## 823         No              2        2               3                 4
## 193         No              3        2               3                 3
## 16          No              3        2               3                 3
## 126         No              3        2               4                 3
## 721         No              3        3               3                 3
## 685         No              3        1               4                 3
## 264         No              3        1               4                 3
## 314         No              2        2               3                 3
## 364         No              3        5               3                 3
## 924         No              4        2               1                 3
## 557         No              3        2               3                 3
## 22          No              4        2               2                 3
## 52          No              3        5               1                 4
## 738         No              2        2               4                 3
## 637         No              3        4               1                 3
## 143         No              3        3               3                 3
## 980         No              2        5               3                 3
## 582         No              3        4               4                 3
## 905         No              3        4               4                 3
## 532         No              3        2               3                 3
## 797         No              3        4               4                 3
## 916         No              3        2               3                 3
## 915         No              3        2               3                 3
## 1099        No              3        1               2                 3
## 240         No              2        3               1                 3
## 260         No              3        1               3                 3
## 248         No              2        1               2                 3
## 1156        No              3        4               2                 3
## 1163        No              3        1               4                 3
## 864         No              3        4               3                 3
## 306         No              2        1               4                 3
## 135         No              2        2               3                 3
## 209         No              3        1               1                 3
## 589         No              3        1               3                 3
## 1119        No              2        3               2                 3
## 956         No              1        3               3                 4
## 892         No              3        3               2                 3
## 1025        No              2        4               1                 3
## 1053        No              3        2               3                 3
## 972         No              3        2               4                 3
## 724         No              2        3               4                 3
## 376         No              1        4               4                 3
## 1122        No              4        4               4                 4
## 725         No              3        1               3                 3
## 646         No              2        3               4                 3
## 148         No              3        2               1                 3
## 1138        No              3        2               1                 3
## 770         No              2        2               3                 3
## 580         No              3        2               4                 3
## 1090        No              2        2               4                 3
## 690         No              3        1               2                 3
## 389         No              3        2               4                 3
## 221         No              3        2               4                 4
## 880         No              2        4               2                 3
## 307         No              3        1               4                 3
## 667         No              3        3               4                 3
## 419         No              2        2               4                 3
## 335         No              2        5               4                 4
## 810         No              3        1               2                 3
## 902         No              3        2               3                 3
## 606         No              4        4               3                 3
## 28         Yes              3        2               1                 3
## 29         Yes              3        3               1                 3
## 37         Yes              2        3               1                 3
## 38         Yes              2        2               1                 3
## 47         Yes              1        2               2                 3
## 49         Yes              3        1               2                 3
## 57         Yes              4        1               3                 3
## 60         Yes              1        1               4                 3
## 61         Yes              2        3               4                 3
## 65         Yes              3        1               2                 3
## 73         Yes              2        2               3                 3
## 75         Yes              3        3               2                 3
## 81         Yes              1        2               2                 3
## 88         Yes              2        1               2                 4
## 92         Yes              2        3               1                 3
## 93         Yes              2        1               3                 3
## 109        Yes              3        2               2                 4
## 127        Yes              1        1               1                 4
## 137        Yes              2        1               1                 3
## 139        Yes              3        1               1                 4
## 151        Yes              3        2               1                 3
## 158        Yes              3        4               4                 3
## 162        Yes              2        3               1                 3
## 166        Yes              2        1               3                 3
## 177        Yes              3        5               1                 3
## 178        Yes              3        1               1                 3
## 201        Yes              4        4               2                 3
## 204        Yes              1        1               2                 3
## 207        Yes              1        2               3                 3
## 208        Yes              3        2               1                 3
## 222        Yes              3        2               1                 3
## 233        Yes              1        4               3                 3
## 236        Yes              2        3               3                 3
## 244        Yes              2        1               1                 3
## 254        Yes              4        1               1                 3
## 261        Yes              2        1               4                 3
## 262        Yes              2        1               1                 3
## 263        Yes              3        1               4                 3
## 268        Yes              3        1               2                 3
## 279        Yes              2        2               3                 3
## 287        Yes              3        1               2                 4
## 298        Yes              1        2               3                 4
## 299        Yes              2        1               1                 4
## 300        Yes              1        1               4                 3
## 305        Yes              3        1               3                 4
## 313        Yes              3        1               3                 3
## 332        Yes              1        3               4                 3
## 333        Yes              3        1               2                 3
## 336        Yes              2        2               3                 4
## 339        Yes              3        2               3                 3
## 358        Yes              2        1               2                 3
## 362        Yes              4        1               1                 3
## 363        Yes              1        5               4                 3
## 377        Yes              4        1               1                 3
## 380        Yes              3        1               3                 3
## 385        Yes              3        1               3                 3
## 390        Yes              2        1               2                 3
## 398        Yes              3        1               3                 3
## 415        Yes              1        1               3                 3
## 423        Yes              1        2               3                 3
## 429        Yes              2        1               3                 3
## 433        Yes              2        2               1                 4
## 437        Yes              3        1               3                 3
## 439        Yes              2        1               3                 3
## 443        Yes              3        1               3                 3
## 453        Yes              3        2               4                 3
## 465        Yes              2        1               3                 3
## 469        Yes              1        2               1                 3
## 472        Yes              2        1               4                 4
## 485        Yes              3        3               4                 3
## 486        Yes              3        2               4                 3
## 487        Yes              3        1               4                 3
## 489        Yes              2        3               3                 3
## 501        Yes              2        3               1                 3
## 502        Yes              2        1               3                 3
## 503        Yes              3        1               3                 3
## 507        Yes              3        1               3                 3
## 510        Yes              3        5               3                 3
## 517        Yes              2        1               2                 3
## 520        Yes              3        1               4                 3
## 522        Yes              3        1               2                 3
## 530        Yes              3        1               2                 3
## 535        Yes              1        1               1                 3
## 539        Yes              3        1               2                 3
## 568        Yes              2        2               1                 3
## 572        Yes              3        1               4                 3
## 588        Yes              2        1               1                 4
## 592        Yes              2        2               2                 4
## 593        Yes              3        1               3                 3
## 600        Yes              3        1               4                 3
## 605        Yes              1        1               2                 3
## 613        Yes              3        1               1                 4
## 614        Yes              2        1               2                 3
## 621        Yes              2        1               4                 3
## 625        Yes              2        1               1                 3
## 640        Yes              3        1               1                 3
## 644        Yes              1        1               1                 4
## 645        Yes              2        1               1                 3
## 647        Yes              3        1               3                 3
## 650        Yes              3        1               1                 3
## 655        Yes              2        1               3                 3
## 668        Yes              1        1               4                 3
## 669        Yes              3        2               3                 3
## 674        Yes              3        1               2                 3
## 687        Yes              3        3               4                 3
## 689        Yes              2        1               4                 4
## 692        Yes              3        3               2                 3
## 694        Yes              3        1               4                 4
## 699        Yes              3        1               4                 3
## 704        Yes              3        1               2                 3
## 716        Yes              1        1               3                 3
## 719        Yes              3        2               4                 4
## 729        Yes              1        1               4                 3
## 732        Yes              3        2               3                 3
## 733        Yes              2        1               2                 3
## 734        Yes              4        2               3                 3
## 747        Yes              2        1               1                 3
## 751        Yes              3        1               4                 3
## 752        Yes              3        1               2                 3
## 754        Yes              3        3               2                 4
## 760        Yes              1        5               2                 3
## 761        Yes              2        1               1                 4
## 774        Yes              2        1               3                 3
## 780        Yes              3        1               4                 3
## 781        Yes              3        1               2                 4
## 788        Yes              2        2               2                 3
## 796        Yes              3        1               1                 3
## 798        Yes              3        1               1                 3
## 799        Yes              2        1               2                 4
## 804        Yes              3        3               1                 4
## 820        Yes              3        2               3                 3
## 824        Yes              3        1               3                 3
## 827        Yes              3        3               3                 3
## 832        Yes              3        1               3                 3
## 841        Yes              3        1               3                 3
## 849        Yes              2        2               3                 3
## 851        Yes              1        2               3                 3
## 857        Yes              3        1               1                 3
## 860        Yes              3        3               4                 3
## 863        Yes              4        2               4                 3
## 873        Yes              4        4               3                 3
## 876        Yes              3        2               4                 3
## 878        Yes              2        1               3                 4
## 881        Yes              3        3               4                 3
## 886        Yes              3        2               3                 3
## 893        Yes              2        3               4                 3
## 897        Yes              3        3               1                 4
## 909        Yes              3        1               3                 3
## 923        Yes              3        2               3                 3
## 934        Yes              2        1               4                 3
## 935        Yes              3        1               1                 3
## 936        Yes              3        1               1                 3
## 938        Yes              1        3               4                 3
## 941        Yes              3        1               1                 3
## 947        Yes              3        1               2                 3
## 949        Yes              3        1               3                 3
## 950        Yes              4        2               3                 3
## 960        Yes              3        5               2                 3
## 970        Yes              3        1               2                 3
## 976        Yes              2        1               4                 3
## 978        Yes              3        1               1                 3
## 986        Yes              4        1               3                 3
## 987        Yes              2        1               4                 3
## 1000       Yes              3        1               4                 4
## 1011       Yes              3        3               3                 3
## 1014       Yes              3        2               1                 3
## 1015       Yes              2        2               1                 3
## 1029       Yes              3        2               3                 3
## 1030       Yes              2        3               1                 3
## 1036       Yes              3        1               3                 3
## 1041       Yes              2        1               2                 3
## 1046       Yes              2        1               2                 3
## 1047       Yes              3        2               2                 3
## 1049       Yes              3        1               3                 3
## 1050       Yes              1        2               4                 3
## 1051       Yes              2        3               4                 3
## 1056       Yes              3        1               1                 3
## 1064       Yes              3        1               4                 4
## 1083       Yes              3        1               1                 3
## 1098       Yes              2        1               4                 3
## 1100       Yes              3        2               1                 3
## 1113       Yes              3        3               3                 3
## 1114       Yes              3        2               3                 3
## 1121       Yes              2        3               1                 3
## 1126       Yes              1        1               1                 4
## 1127       Yes              3        1               3                 3
## 1135       Yes              3        1               1                 4
## 1154       Yes              3        1               4                 3
## 1157       Yes              2        1               3                 3
## 1161       Yes              3        1               3                 3
## 1165       Yes              2        1               3                 3
##      StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1005                1                10               2                     2
## 629                 1                23               3                     1
## 369                 1                 4               3                     2
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## 1040                1                11               2                     2
## 103                 1                 6               3                     3
## 826                 2                23               3                     2
## 1063                1                15               1                     1
## 578                 0                 7               3                     3
## 537                 0                10               3                     2
## 291                 2                 8               3                     2
## 296                 1                 5               3                     2
## 171                 1                10               2                     2
## 702                 0                 6               2                     2
## 882                 1                 7               3                     2
## 639                 2                 6               3                     2
## 252                 2                12               3                     3
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## 345                 3                 8               3                     2
## 932                 0                10               3                     2
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## 840                 0                29               3                     2
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## 842                 0                10               2                     2
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## 84                  2                13               3                     2
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## 682                 1                 8               3                     1
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## 692                 1                10               2                     3
## 694                 0                 3               3                     1
## 699                 0                 0               4                     1
## 704                 0                 6               3                     2
## 716                 1                 1               3                     2
## 719                 0                13               4                     1
## 729                 0                 1               1                     2
## 732                 0                12               2                     2
## 733                 0                 1               3                     1
## 734                 0                 6               3                     3
## 747                 3                 4               3                     2
## 751                 0                 2               3                     1
## 752                 0                 3               4                     1
## 754                 3                14               3                     2
## 760                 0                26               3                     2
## 761                 0                 3               3                     2
## 774                 1                 2               2                     2
## 780                 3                 4               4                     2
## 781                 0                 4               2                     2
## 788                 0                11               2                     2
## 796                 0                10               3                     1
## 798                 0                 1               3                     2
## 799                 0                 1               4                     3
## 804                 0                 9               3                     2
## 820                 0                 6               3                     2
## 824                 1                 2               2                     1
## 827                 3                10               3                     2
## 832                 0                 0               2                     2
## 841                 0                 0               3                     2
## 849                 2                 8               3                     2
## 851                 1                 4               3                     2
## 857                 0                 8               3                     2
## 860                 1                10               3                     2
## 863                 0                 9               2                     3
## 873                 0                24               2                     2
## 876                 1                19               4                     2
## 878                 0                 2               1                     1
## 881                 1                28               4                     2
## 886                 1                 4               4                     2
## 893                 0                 9               3                     2
## 897                 0                11               2                     2
## 909                 0                 2               2                     2
## 923                 1                 9               2                     2
## 934                 1                 3               2                     1
## 935                 0                 1               3                     2
## 936                 0                 4               2                     1
## 938                 0                18               3                     1
## 941                 0                15               1                     2
## 947                 0                 1               3                     2
## 949                 1                 8               2                     1
## 950                 0                 8               3                     1
## 960                 0                40               3                     2
## 970                 1                 5               3                     2
## 976                 0                 4               2                     2
## 978                 0                 6               3                     2
## 986                 0                 8               3                     1
## 987                 1                 1               3                     1
## 1000                0                 1               1                     2
## 1011                2                17               3                     1
## 1014                1                11               2                     1
## 1015                0                 9               2                     1
## 1029                0                 4               3                     2
## 1030                1                24               3                     2
## 1036                0                 1               3                     2
## 1041                0                 6               4                     1
## 1046                2                 1               3                     1
## 1047                2                 7               3                     2
## 1049                0                 8               3                     2
## 1050                2                 7               2                     2
## 1051                1                34               3                     2
## 1056                1                 6               3                     2
## 1064                1                 3               3                     2
## 1083                1                 1               2                     1
## 1098                1                 6               2                     1
## 1100                0                10               1                     2
## 1113                0                15               4                     2
## 1114                1                18               3                     1
## 1121                1                20               3                     2
## 1126                0                 1               4                     1
## 1127                1                 6               3                     1
## 1135                0                10               4                     2
## 1154                0                 1               2                     2
## 1157                3                 5               3                     2
## 1161                0                 6               3                     2
## 1165                1                 8               3                     1
model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
predictionDataframe = as.data.frame(predict(model, noAttritionDataframe[, c(2,3,4,5)]))
## Warning in predict.naiveBayes(model, noAttritionDataframe[, c(2, 3,
## 4, 5)]): Type mismatch between training and new data for variable
## 'BusinessTravelNumeric'. Did you use factors with numeric labels for training,
## and numeric values for new data?
predictionDataframe$ID = noAttritionDataframe[,1]
predictionDataframe$Prediction = predictionDataframe$`predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])`

dropColumns = c("predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])")
predictionDataframe = predictionDataframe[ , !(names(predictionDataframe) %in% dropColumns)]

fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/Predictions/AttritionPrediction.csv", sep="")
write.csv(predictionDataframe, fileLocation, row.names = TRUE)

predictionDataframe
##       ID Prediction
## 1   1171         No
## 2   1172         No
## 3   1173         No
## 4   1174         No
## 5   1175         No
## 6   1176        Yes
## 7   1177         No
## 8   1178         No
## 9   1179        Yes
## 10  1180         No
## 11  1181         No
## 12  1182        Yes
## 13  1183         No
## 14  1184         No
## 15  1185         No
## 16  1186        Yes
## 17  1187        Yes
## 18  1188         No
## 19  1189         No
## 20  1190         No
## 21  1191        Yes
## 22  1192         No
## 23  1193        Yes
## 24  1194         No
## 25  1195        Yes
## 26  1196         No
## 27  1197        Yes
## 28  1198        Yes
## 29  1199         No
## 30  1200        Yes
## 31  1201        Yes
## 32  1202         No
## 33  1203         No
## 34  1204        Yes
## 35  1205        Yes
## 36  1206         No
## 37  1207         No
## 38  1208         No
## 39  1209         No
## 40  1210         No
## 41  1211         No
## 42  1212        Yes
## 43  1213         No
## 44  1214         No
## 45  1215        Yes
## 46  1216         No
## 47  1217         No
## 48  1218        Yes
## 49  1219        Yes
## 50  1220        Yes
## 51  1221        Yes
## 52  1222         No
## 53  1223         No
## 54  1224         No
## 55  1225         No
## 56  1226         No
## 57  1227         No
## 58  1228         No
## 59  1229        Yes
## 60  1230         No
## 61  1231         No
## 62  1232         No
## 63  1233        Yes
## 64  1234         No
## 65  1235         No
## 66  1236        Yes
## 67  1237         No
## 68  1238         No
## 69  1239         No
## 70  1240         No
## 71  1241        Yes
## 72  1242         No
## 73  1243         No
## 74  1244         No
## 75  1245         No
## 76  1246        Yes
## 77  1247         No
## 78  1248        Yes
## 79  1249         No
## 80  1250         No
## 81  1251         No
## 82  1252         No
## 83  1253         No
## 84  1254         No
## 85  1255         No
## 86  1256         No
## 87  1257         No
## 88  1258         No
## 89  1259         No
## 90  1260        Yes
## 91  1261         No
## 92  1262         No
## 93  1263         No
## 94  1264         No
## 95  1265         No
## 96  1266         No
## 97  1267        Yes
## 98  1268         No
## 99  1269         No
## 100 1270        Yes
## 101 1271         No
## 102 1272        Yes
## 103 1273         No
## 104 1274         No
## 105 1275        Yes
## 106 1276         No
## 107 1277         No
## 108 1278         No
## 109 1279        Yes
## 110 1280         No
## 111 1281         No
## 112 1282         No
## 113 1283         No
## 114 1284         No
## 115 1285         No
## 116 1286        Yes
## 117 1287         No
## 118 1288         No
## 119 1289        Yes
## 120 1290         No
## 121 1291         No
## 122 1292         No
## 123 1293         No
## 124 1294         No
## 125 1295         No
## 126 1296         No
## 127 1297        Yes
## 128 1298         No
## 129 1299         No
## 130 1300        Yes
## 131 1301         No
## 132 1302         No
## 133 1303         No
## 134 1304        Yes
## 135 1305         No
## 136 1306         No
## 137 1307         No
## 138 1308        Yes
## 139 1309        Yes
## 140 1310        Yes
## 141 1311         No
## 142 1312         No
## 143 1313         No
## 144 1314         No
## 145 1315         No
## 146 1316        Yes
## 147 1317        Yes
## 148 1318        Yes
## 149 1319         No
## 150 1320         No
## 151 1321        Yes
## 152 1322         No
## 153 1323         No
## 154 1324         No
## 155 1325        Yes
## 156 1326        Yes
## 157 1327        Yes
## 158 1328        Yes
## 159 1329        Yes
## 160 1330        Yes
## 161 1331         No
## 162 1332        Yes
## 163 1333        Yes
## 164 1334         No
## 165 1335         No
## 166 1336         No
## 167 1337         No
## 168 1338         No
## 169 1339         No
## 170 1340        Yes
## 171 1341        Yes
## 172 1342        Yes
## 173 1343        Yes
## 174 1344        Yes
## 175 1345         No
## 176 1346        Yes
## 177 1347         No
## 178 1348        Yes
## 179 1349         No
## 180 1350         No
## 181 1351        Yes
## 182 1352         No
## 183 1353        Yes
## 184 1354        Yes
## 185 1355         No
## 186 1356         No
## 187 1357        Yes
## 188 1358        Yes
## 189 1359         No
## 190 1360         No
## 191 1361         No
## 192 1362        Yes
## 193 1363         No
## 194 1364         No
## 195 1365         No
## 196 1366        Yes
## 197 1367         No
## 198 1368        Yes
## 199 1369         No
## 200 1370         No
## 201 1371         No
## 202 1372         No
## 203 1373         No
## 204 1374        Yes
## 205 1375         No
## 206 1376         No
## 207 1377         No
## 208 1378         No
## 209 1379        Yes
## 210 1380         No
## 211 1381        Yes
## 212 1382         No
## 213 1383         No
## 214 1384         No
## 215 1385         No
## 216 1386         No
## 217 1387         No
## 218 1388         No
## 219 1389         No
## 220 1390         No
## 221 1391         No
## 222 1392         No
## 223 1393         No
## 224 1394         No
## 225 1395        Yes
## 226 1396         No
## 227 1397         No
## 228 1398         No
## 229 1399        Yes
## 230 1400         No
## 231 1401        Yes
## 232 1402        Yes
## 233 1403         No
## 234 1404        Yes
## 235 1405         No
## 236 1406        Yes
## 237 1407         No
## 238 1408        Yes
## 239 1409         No
## 240 1410         No
## 241 1411        Yes
## 242 1412         No
## 243 1413         No
## 244 1414         No
## 245 1415         No
## 246 1416         No
## 247 1417         No
## 248 1418         No
## 249 1419        Yes
## 250 1420        Yes
## 251 1421        Yes
## 252 1422        Yes
## 253 1423         No
## 254 1424         No
## 255 1425         No
## 256 1426         No
## 257 1427         No
## 258 1428         No
## 259 1429        Yes
## 260 1430         No
## 261 1431         No
## 262 1432         No
## 263 1433         No
## 264 1434         No
## 265 1435         No
## 266 1436         No
## 267 1437         No
## 268 1438         No
## 269 1439        Yes
## 270 1440         No
## 271 1441        Yes
## 272 1442        Yes
## 273 1443        Yes
## 274 1444        Yes
## 275 1445        Yes
## 276 1446        Yes
## 277 1447        Yes
## 278 1448         No
## 279 1449        Yes
## 280 1450        Yes
## 281 1451        Yes
## 282 1452        Yes
## 283 1453         No
## 284 1454         No
## 285 1455        Yes
## 286 1456        Yes
## 287 1457        Yes
## 288 1458        Yes
## 289 1459         No
## 290 1460        Yes
## 291 1461         No
## 292 1462         No
## 293 1463        Yes
## 294 1464        Yes
## 295 1465        Yes
## 296 1466         No
## 297 1467         No
## 298 1468        Yes
## 299 1469         No
## 300 1470         No